Detailed Program
Tutorial T2: Recent Advances in Evolutionary Multi-Criterion Optimization
Monday, November 27, 8:30AM-10:30AM, Room: Honolulu 1 (Tapa Tower), Instructor: Kalyanmoy Deb
Tutorial T13: Estimation of distribution: Basic and advanced topics
Monday, November 27, 8:30AM-10:30AM, Room: Honolulu 2 (Tapa Tower), Instructor: Jose A. Lozano
Tutorial T3: JIDT: An information-theoretic toolkit for studying the dynamics of complex systems
Monday, November 27, 8:30AM-10:30AM, Room: Honolulu 3 (Tapa Tower), Instructor: Joseph Lizier
Tutorial T9: A Gentle Introduction to the Time Complexity Analysis of Evolutionary Algorithms
Monday, November 27, 8:30AM-10:30AM, Room: Iolani 5-6 (Tapa Tower), Instructor: Pietro Oliveto
Session FOCI1: Foundations of Computational Intelligence I
Monday, November 27, 8:30AM-10:30AM, Room: Iolani 3-4 (Tapa Tower), Chair: Manuel Ojeda/Leonardo Franco
| 8:30AM | A Fuzzy Based Lagrangian Twin Parametric-Margin Support Vector Machine (FLTPMSVM) [#1266] |
| Deepak Gupta, Parashjyoti Borah and Mukesh Prasad | |
| NIT Arunachal Pradesh, Yupia, India, India; University of Technology Sydney, Sydney, Australia, Australia | |
| 9:00AM | On the properties of measure in the theory of intermediate quantifiers and the quantifier ``Many'' [#1267] |
| Vilem Novak and Petra Murinova | |
| University of Ostrava, IRAFM, Czech Republic | |
| 9:30AM | Testing Properties of Fuzzy Connectives and Truth Degrees with the LatticeMaker Tool [#1261] |
| Juan Antonio Guerrero, Gines Moreno, Felix Mendieta, Jaime Penabad and Jose Antonio Riaza | |
| University of Castilla-La Mancha, Spain | |
| 10:00AM | Galois connections in Computational Intelligence: a short survey [#1566] |
| Inma P. Cabrera, Pablo Cordero and Manuel Ojeda-Aciego | |
| Universidad de Malaga, Spain |
Session IA1: Computational Intelligence on Intelligent Agents I
Monday, November 27, 8:30AM-10:30AM, Room: Nautilus (Kalia Tower), Chair: Anna Lawniczak,/Alessandra Alaniz Macedo
| 8:30AM | Unsupervised Learning of Fundamental Emotional States via Word Embeddings [#1055] |
| Mirko Mazzoleni, Gabriele Maroni and Fabio Previdi | |
| University of Bergamo, Italy | |
| 9:00AM | A Holistic Agent Based Model for Demography [#1727] |
| Karandeep Singh and Chang-Won Ahn | |
| Korea University of Science and Technology (UST), ETRI, Korea (South) | |
| 9:30AM | Particle Swarm Optimization Based Co-Operative Task Assignment and Path Planning for Multi-Agent System [#1135] |
| Sumana Biswas, Sreenatha G. Anavatti and Matthew A. Garratt | |
| The University of New South Wales (UNSW), Australia | |
| 10:00AM | A Decision Heuristic for Monte Carlo Tree Search Doppelkopf Agents [#1334] |
| Alexander Dockhorn, Christoph Doell, Matthias Hewelt and Rudolf Kruse | |
| Otto-von-Guericke-University of Magdeburg, Germany |
Session CIFEr1: Computational Intelligence for Financial Engineering & Economics I
Monday, November 27, 8:30AM-10:30AM, Room: Lehua (Kalia Tower), Chair: Rui Jorge Almeida
| 8:30AM | A Comparative Study of A Recurrent Neural Network and Support Vector Machine for Predicting Price Movements of Stocks of Different Volatilities [#1583] |
| Zhixi Li and Vincent Tam | |
| Dept. of EEE, HKU, Hong Kong | |
| 9:00AM | Extraction of sentences concerning business performance forecast and economic forecast from summaries of financial statements by deep learning [#1609] |
| Shiori Kitamori, Hiroyuki Sakai and Hiroki Sakaji | |
| Seikei University, Japan; University of Tokyo, Japan | |
| 9:30AM | A Deep Learning based Stock Trading Model with 2-D CNN Trend Detection [#1346] |
| Ugur Gudelek, Arda Boluk and Murat Ozbayoglu | |
| TOBB University of Economics and Technology, Turkey | |
| 10:00AM | Combining the Real-Time Wavelet Denoising and Long-Short-Term-Memory Neural Network for Predicting Stock Indexes [#1149] |
| Zhixi Li and Vincent Tam | |
| Department of Electrical and Electronic Engineering, HKU, Hong Kong |
Session CIHLI1: Computational Intelligence for Human-like Intelligence I
Monday, November 27, 8:30AM-10:30AM, Room: Kahili (Kalia Tower), Chair: Janusz Starzyk / Adrian Horzyk
| 8:30AM | Designing a Multilingual Virtual Agent Capable of Interacting with Uneducated People for Automated Data Collection [#1069] |
| Anurag Bhandari, Nishith Pathak, Shivam Singh and Sanjay Podder | |
| Accenture Technology Labs, India | |
| 9:00AM | Radiation heat transfer optimization by the use of modified ant lion optimizer [#1107] |
| Kamil Ksiazek, Dawid Polap, Marcin Wozniak and Robertas Damasevicius | |
| Institute of Mathematics, Silesian University of Technology, Kaszubska 23, 44-100 Gliwice, Poland; Software Engineering Department, Kaunas University of Technology, Studentu 50, 51368 Kaunas, Lithuania | |
| 9:30AM | A Robot Model in Limited Scenarios to Create a Suitable Decision-making Criterion by Interacting with People in a Group [#1284] |
| Yotaro Fuse, Hiroshi Takenouchi and Masataka Tokumaru | |
| Graduate School of Kansai Universioty, Japan; Fukuoka Institute of Technology, Japan; Kansai University, Japan | |
| 10:00AM | Motion Generation of Multi-Legged Robot in Complex Terrains by using Estimation of Distribution Algorithm [#1757] |
| Min Jiang, Zhongqiang Huang, Guiying Jiang, Minghui Shi and Xiangxiang Zeng | |
| Xiamen University, China; Sangfor Technologies Company, China |
Session CICARE1: Computational Intelligence in Healthcare and E-Health I
Monday, November 27, 8:30AM-10:30AM, Room: Hibiscus 1 (Kalia Tower), Chair: Ahsan Adeel
| 8:30AM | Skin Lesion Segmentation: U-Nets versus Clustering [#1032] |
| Bill S. Lin, Kevin Michael, Shivam Kalra and H.R. Tizhoosh | |
| University of Waterloo, Canada | |
| 9:00AM | Using Recurrent Neural Networks to Predict Colorectal Cancer among Patients [#1066] |
| Ryan Amirkhan, Mark Hoogendoorn, Mattijs Numans and Leon Moons | |
| Vrije Universiteit Amsterdam, Netherlands; LUMC, Netherlands; UMC Utrecht, Netherlands | |
| 9:30AM | Mining Data on Traumatic Brain Injury with Reconstructability Analysis [#1095] |
| Martin Zwick, Nancy Carney and Rosemary Nettleton | |
| Portland State University, United States; Oregon Health and Science University, United States | |
| 10:00AM | Heart-Disease Diagnosis Decision Support Employing Fuzzy Systems with Genetically Optimized Accuracy-Interpretability Trade-Off [#1101] |
| Marian B. Gorzalczany and Filip Rudzinski | |
| Kielce University of Technology, Department of Electrical and Computer Engineering, Poland |
Tutorial T8: Recent Advances in Decomposition based Multi-objective and Many-objective Evolutionary Algorithms
Monday, November 27, 10:45AM-12:45PM, Room: Honolulu 1 (Tapa Tower), Instructor: Dipti Srinivasan
Tutorial T1: Deep Learning using Improved performance in MLP and its potential applications
Monday, November 27, 10:45AM-12:45PM, Room: Honolulu 2 (Tapa Tower), Instructor: B. Chandra
Tutorial T5: Finding and Exploiting Hidden Symmetry and Hierarchical Structure in Complex Adaptive Systems
Monday, November 27, 10:45AM-12:45PM, Room: Honolulu 3 (Tapa Tower), Instructor: Chrystopher Nehaniv
Tutorial T12: Machine Learning for the Quantified Self
Monday, November 27, 10:45AM-12:45PM, Room: Iolani 5-6 (Tapa Tower), Instructor: Mike Hoogendoor
Session FOCI2: Foundations of Computational Intelligence II
Monday, November 27, 10:45AM-12:45PM, Room: Iolani 3-4 (Tapa Tower), Chair: Manuel Ojeda/Leonardo Franco
| 10:45AM | Generating Random Fuzzy (Capacity) Measures for Data Fusion Simulations [#1503] |
| Timothy Havens and Anthony Pinar | |
| Michigan Technological University, United States | |
| 11:15AM | On F-transforms, L-fuzzy partitions and L-fuzzy pretopological spaces [#1320] |
| Irina Perfilieva, Anand. P Singh and S. P. Tiwari | |
| University of Ostrava, IRAFM, Czech Republic; Indian Institute of Technology (ISM), India | |
| 11:45AM | Interpreting and analyzing a location-Based Social Network by Fuzzy Formal Contexts [#1517] |
| Jesus Medina, Kristina Pakhomova and Eloisa Ramirez-Poussa | |
| University of Cadiz, Spain; Sibirian Federal University, Russia | |
| 12:15PM | Modelling Fuzzy Partitions with Fuzzy Answer Sets [#1563] |
| Nicolas Madrid and Manuel Ojeda-Aciego | |
| Universidad de Malaga, Spain |
Session IA2: Computational Intelligence on Intelligent Agents II
Monday, November 27, 10:45AM-11:45AM, Room: Nautilus (Kalia Tower), Chair: Rudolf Kruse/Matthew Garratt
| 10:45AM | Decisions and Success of Heterogeneous Population of Agents in Learning to Cross a Highway [#1572] |
| Anna Lawniczak and Fei Yu | |
| University of Guelph, Canada | |
| 11:15AM | Coevolutionary Multi-agent Optimization of Distributed Supply Networks [#1683] |
| Raj Subbu | |
| Pratt and Whitney, United States |
Session CIFEr2: Computational Intelligence for Financial Engineering & Economics II
Monday, November 27, 10:45AM-12:45PM, Room: Lehua (Kalia Tower), Chair: Kazi Shah Nawaz Ripon
| 10:45AM | A Parallel Firefly Meta-heuristics Algorithm for Financial Option Pricing [#1290] |
| Kevin Mather, Parimala Thulasiraman, Ruppa Thulasiram and Sujata Dash | |
| University of Manitoba, Canada | |
| 11:15AM | Liquidity Risk and Asset Movement Evidence from Brexit [#1045] |
| Damini Mago, Amin Salighehdar, Mansi Parekh, Dragos Bozdog and Ionut Florescu | |
| Stevens Institute of Technology, United States | |
| 11:45AM | Predicting Credit Risk in Peer-to-Peer Lending with Survival Analysis [#1207] |
| Ajay Byanjankar | |
| Abo Akademi University, Finland | |
| 12:15PM | Detection of Rare Events in Multidimensional Financial Datasets with Zonoid Depth Functions [#1287] |
| Parisa Golbayani and Dragos Bozdog | |
| Stevens Institute of Technology, United States |
Session CIHLI2: Computational Intelligence for Human-like Intelligence II
Monday, November 27, 10:45AM-12:45PM, Room: Kahili (Kalia Tower), Chair: Min Jiang / Faiyaz Doctor
| 10:45AM | Lung segmentation on x-ray images with neural validation [#1108] |
| Dawid Polap and Marcin Wozniak | |
| Institute of Mathematics, Silesian University of Technology, Kaszubska 23, 44-100 Gliwice, Poland | |
| 11:15AM | Supervised Deep Actor Network for Imitation Learning in a Ground-Air UAV-UGVs Coordination Task [#1687] |
| Hung Nguyen, Matthew Garratt, Lam Bui and Hussein Abbass | |
| UNSW-Canberra, University of New South Wales, Australia; Le Quy Don Technical University, Viet Nam | |
| 11:45AM | Bio-Acoustic Emotion Recognition using Continuous Conditional Recurrent Neural Fields [#1743] |
| Ntombikayise Banda, Lang He and Andries Engelbrecht | |
| University of Cambridge, United Kingdom; Northwestern Polytechnical, China; University of Pretoria, South Africa |
Session CICARE2: Computational Intelligence in Healthcare and E-Health II
Monday, November 27, 10:45AM-12:45PM, Room: Hibiscus 1 (Kalia Tower), Chair: Summrina Kanwal Wajid
| 10:45AM | Automated Detection, Extraction and Counting of Acne Lesions for Automatic Evaluation and Tracking of Acne Severity [#1204] |
| Gabriele Maroni, Michele Ermidoro, Fabio Previdi and Glauco Bigini | |
| University of Study of Bergamo, Italy; E-Novia S.p.A., Italy | |
| 11:15AM | Enhancing Exercise Experience with Individual Multi-Emotion Provoking Game Elements [#1211] |
| Larissa Mueller, Arne Bernin, Kai von Luck, Andreas Kamenz, Sobin Ghose, Qi Wang, Christos Grecos and Florian Vogt | |
| University of Applied Sciences (HAW), Germany; University of the West of Scotland, Scotland; Central Washington University (CWU), United States; Innovations Kontakt Stelle (IKS), Germany | |
| 11:45AM | Fast Deformable Model for Pedestrian Detection with Haar-like Features [#1213] |
| Kuang-Pen Chou, Mukesh Prasad, Deepak Puthal, Ping-Hung Chen, Dinesh Kumar Vishwakarma, Suresh Sundaram, Chin-Teng Lin and Wen-Chieh Lin | |
| National Chiao Tung University, Taiwan; University of Technology Sydney, Australia; Delhi Technological University, India; Nanyang Technological University, Singapore | |
| 12:15PM | A novel brain-inspired compression-based optimised multimodal fusion for emotion recognition [#1676] |
| Mandar Gogate, Ahsan Adeel and Amir Hussain | |
| University of Stirling, United Kingdom |
Plenary Talk P-IA: Intelligent Agent for Human and Machine Co-Learning on Game of Go
Monday, November 27, 11:45AM-12:45PM, Room: Nautilus (Kalia Tower), Speaker: Chang-Shing Lee
Tutorial T7: Evolutionary Computation for Dynamic Multiobjective Optimization Problems
Monday, November 27, 2:00PM-4:00PM, Room: Honolulu 1 (Tapa Tower), Instructor: Shengxiang Yang
Tutorial T4: Evolution of Neural Networks
Monday, November 27, 2:00PM-4:00PM, Room: Honolulu 2 (Tapa Tower), Instructor: Risto Miikkulaine
Tutorial T10: How to obtain good and diverse solutions (in game AI optimization and other real world problems)
Monday, November 27, 2:00PM-4:00PM, Room: Honolulu 3 (Tapa Tower), Instructor: Mike Preuss
Tutorial T6: Physics of the Mind
Monday, November 27, 2:00PM-4:00PM, Room: Iolani 5-6 (Tapa Tower), Instructor: Leonid Perlovsky
Session FOCI3: Foundations of Computational Intelligence III
Monday, November 27, 2:00PM-4:00PM, Room: Iolani 3-4 (Tapa Tower), Chair: Leonardo Franco
| 2:00PM | P-Tree Programming [#1102] |
| Christian Oesch | |
| University of Basel, Switzerland | |
| 2:30PM | Kansei clothing retrieval system using features extracted by autoencoder [#1584] |
| Shigeru Ota, Hiroshi Takenouchi and Masataka Tokumaru | |
| Science and Engineering graduate school of Kansai University, Japan; Department of System Management Fukuoka Institute of Technology, Japan; Faculty of Engineering Science Kansai University, Japan | |
| 3:00PM | A Fully Recursive Perceptron Network Architecture [#1590] |
| Markus Hagenbuchner, Ah Chung Tsoi, Franco Scarselli and Shu Jia Zhang | |
| University of Wollongong, Australia; Chu Hai College of Higher Education, Hong Kong; University of Siena, Italy | |
| 3:30PM | Strictly join irreducible elements in the lattice of varieties of BL-algebras [#1653] |
| Matteo Bianchi | |
| Universita degli Studi dell'Insubria, Italy |
Session CIFEr3: Computational Intelligence for Financial Engineering & Economics III
Monday, November 27, 2:00PM-4:00PM, Room: Lehua (Kalia Tower), Chair: Michael Kampouridis
| 2:00PM | Entropy Based Measure Sentiment Analysis in the Financial Market [#1352] |
| Qiang Song, Saud Almahdi and Steve Y. Yang | |
| Stevens Institute of Technology, United States | |
| 2:30PM | Comparative Text Analytics via Topic Modeling in Banking [#1234] |
| Yu Chen, Rhaad M. Rabbani, Aparna Gupta and Mohammed J. Zaki | |
| Rensselaer Polytechnic Institute, United States | |
| 3:00PM | Development of Sentiment Indicators Using both Unlabeled and Labeled Posts [#1197] |
| Tomoki Ito, Hiroki Sakaji, Kiyosh Izumi, Kota Tsubouchi and Tatsuo Yamashita | |
| The University of Tokyo, Japan; Yahoo Japan Corporation, Japan | |
| 3:30PM | Online Portfolio Selection Based on the Posts of Winners and Losers in Stock Microblogs [#1177] |
| Shinta Koyano and Kazushi Ikeda | |
| Nara Institute of Science and Technology, Japan; NARA Institute of Science and Technology, Japan |
Session CIHLI3: Computational Intelligence for Human-like Intelligence III
Monday, November 27, 2:00PM-4:00PM, Room: Kahili (Kalia Tower), Chair: Marcin Wozniak / Min Jiang
| 2:00PM | Ambiguity Aversion and a Decision-Theoretic Framework Using Belief Functions [#1028] |
| Radim Jirousek and Prakash P. Shenoy | |
| Faculty of Management, University of Economics, Prague, Czech Republic; School of Business, University of Kansas, Lawrence, KS, United States | |
| 2:30PM | Letter Position Encoding in a Neural Framework [#1377] |
| Ryan Stokes and Gregory Hickok | |
| University of California, Irvine, United States | |
| 3:00PM | Fast Neural Network Adaptation with Associative Pulsing Neurons [#1663] |
| Adrian Horzyk and Janusz A. Starzyk | |
| AGH University of Science and Technology, Dept. Automatics and Biomedical Engineering, Poland; University of Information Technology and Management in Rzeszow and School of EECS, Ohio University, United States | |
| 3:30PM | Lumped Mini-Column Associative Knowledge Graphs [#1725] |
| Basawaraj Basawaraj, Janusz A. Starzyk and Adrian Horzyk | |
| Ohio University, School of EECS, United States; Ohio University, School of EECS and University of Information Technology and Management in Rzeszow, United States; AGH University of Science and Technology, Dept. Automatics and Biomedical Engineering, Poland |
Session CICARE3: Computational Intelligence in Healthcare and E-Health III
Monday, November 27, 2:00PM-4:30PM, Room: Hibiscus 1 (Kalia Tower), Chair: Erik Cambria
| 2:00PM | Predicting Extubation Readiness in Extreme Preterm Infants based on Patterns of Breathing [#1472] |
| Charles C. Onu, Lara J. Kanbar, Wissam Shalish, Karen Brown, Guilherme M. Sant'Anna, Robert E. Kearney and Doina Precup | |
| McGill University, Canada | |
| 2:30PM | Chronic Disease Risk Monitoring Based on an Innovative Predictive Modelling Framework [#1475] |
| Nitten Rajliwall, Rachel Davey and Girija Chetty | |
| University of Canberra, Australia | |
| 3:00PM | Cognitive Relevance [#1485] |
| George Shannon, James Levett, Corns Steve and Wunsch Donald | |
| Missouri University of Science and Technology, United States; Physician's Clinic of Iowa, United States | |
| 3:30PM | Employing Sentiment-based Affinity and Gravity Scores to Identify Relations of Medical Concepts [#1507] |
| Anupam Mondal, Erik Cambria, Dipankar Das and Sivaji Bandyopadhyay | |
| Department of Computer Science and Engineering, Jadavpur University, India; School of Computer Science and Engineering, Nanyang Technological University, Singapore | |
| 4:00PM | PHIs (Protected Health Information) Identification From Free Text Clinical Records Based on Machine Learning [#1521] |
| Kunal Rajput, Girija Chetty and Rachel Davey | |
| University of Canberra, Australia |
Tutorial T14: Computational Intelligence in User Identity Management
Tuesday, November 28, 8:30AM-10:30AM, Room: Honolulu 1 (Tapa Tower), Instructor: Dipankar Dasgupta and Abhijit Nag
Session CIDM1: Special Session: Computational Intelligence and Financial Engineering: Now and Future
Tuesday, November 28, 8:30AM-9:30AM, Room: Honolulu 2 (Tapa Tower), Chair: Mu Yen Chen and An-Pin Chen
| 8:30AM | Predicting Cryptocurrency Price Bubbles Using Social Media Data and Epidemic Modelling [#1037] |
| Ross Phillips and Denise Gorse | |
| University College London, United Kingdom | |
| 9:00AM | Tensor Representation in High-Frequency Financial Data for Price Change Prediction [#1040] |
| Dat Thanh Tran, Magris Martin, Juho Kanniainen, Moncef Gabbouj and Alexandros Iosifidis | |
| Tampere University of Technology, Finland; Aarhus University, Denmark |
Session SIS1: Single objective bound constrained optimization
Tuesday, November 28, 8:30AM-10:30AM, Room: Honolulu 3 (Tapa Tower), Chair: Suresh Sundaram
| 8:30AM | Chaotic Predator-Prey Brain Storm Optimization for Continuous Optimization Problems [#1057] |
| Huaxin Qiu, Haibin Duan, Yuhui Shi, Ziwei Zhou and Xiaoguang Hu | |
| Beihang University, China; Southern University of Science and Technology, China | |
| 9:00AM | Particle Swarm Optimization with A Modified Learning Strategy and Blending Crossover [#1436] |
| Aditya Panda, Rammohan Mallipeddi and Swagatam Das | |
| Jadavpur University, India; Kyungpook National University, Korea (South); Indian Statistical Institute, India | |
| 9:30AM | Firefly Optimization: A Study on Frame Invariance [#1461] |
| Christopher W Cleghorn and Andries P Engelbrecht | |
| University of Pretoria, Department Computer Science, South Africa | |
| 10:00AM | Investigation of particles behaviors of piecewise-linear particle swarm optimizer [#1612] |
| Tomoyuki Sasaki and Hidehiro Nakano | |
| Shonan Institute of Technology, Japan; Tokyo City University, Japan |
Session ADPRL1: Adaptive Dynamic Programming and Reinforcement Learning I
Tuesday, November 28, 8:30AM-10:30AM, Room: Iolani 5-6 (Tapa Tower), Chair: Qichao Zhang and Yuanheng Zhu
| 8:30AM | Data-based Robust Near-Optimal Decentralized Stabilization of Unknown Large-Scale Systems [#1112] |
| Bo Zhao, Derong Liu and Yuanchun Li | |
| Institute of Automation, Chinese Academy of Sciences, China; Guangdong University of Technology, China; Changchun University of Technology, China | |
| 9:00AM | Event-triggered integral reinforcement learning for nonlinear continuous-time systems [#1138] |
| Zhang Qichao and Zhao Dongbin | |
| Chinese Academy of Sciences, China | |
| 9:30AM | Policy Iteration-based Indirect Adaptive Optimal Control for Completely Unknown Continuous-Time LTI Systems [#1638] |
| Sumit Kumar Jha, Sayan Basu Roy and Shubhendu Bhasin | |
| Indian Institute of Technology Delhi, New Delhi, India | |
| 10:00AM | Model Predictive PseudoSpectral Optimal Control with Semi-Parametric Dynamics [#1375] |
| Manan Gandhi, Kamil Saigol, Yunpeng Pan and Evangelos Theodorou | |
| Georgia Institute of Technology, United States |
Session CIFEr4: Computational Intelligence for Financial Engineering & Economics IV
Tuesday, November 28, 8:30AM-10:30AM, Room: Iolani 3-4 (Tapa Tower), Chair: Parimala Thulasiraman
| 8:30AM | Why do Active Funds that Trade Infrequently Make a Market more Efficient? -- Investigation using Agent-Based Model [#1023] |
| Takanobu Mizuta and Sadayuki Horie | |
| SPARX Asset Management Co. Ltd., Japan; Nomura Research Institute, Ltd., Japan | |
| 9:00AM | Income Allocation to Each Worker in Synthetic Populations Using Basic Survey on Wage Structure [#1444] |
| Tadahiko Murata, Sugiura Sho and Harada Takuya | |
| Kansai University, Japan; Graduate School of Informatics, Kansai University, Japan | |
| 9:30AM | Regression genetic programming for estimating trend end in foreign exchange market [#1074] |
| Adesola Adegboye, Michael Kampouridis and Colin G. Johnson | |
| University of Kent, United Kingdom | |
| 10:00AM | Long-range autocorrelations in limit order book markets: inter- and cross-event analysis [#1214] |
| Martin Magris, Jiyeong Kim, Esa Rasanen and Juho Kanniainen | |
| Tampere University of Technology, Finland |
Plenary Talk P-CIES: On the Impact of Computational Intelligence on Structural Dynamics
Tuesday, November 28, 8:30AM-9:30AM, Room: Nautilus (Kalia Tower), Speaker: Keith Worden
Plenary Talk P-CIASG: Computational Intelligence – Research and Development in Power Industry
Tuesday, November 28, 8:30AM-9:30AM, Room: Lehua (Kalia Tower), Speaker: Ahmed Y. Saber
Plenary Talk P-CICARE: Sentic Computing
Tuesday, November 28, 8:30AM-9:30AM, Room: Kahili (Kalia Tower), Speaker: Erik Cambria
Session CIES1: Computational Intelligence for Engineering Solutions I
Tuesday, November 28, 9:30AM-10:30AM, Room: Nautilus (Kalia Tower), Chair: Michael Beer
| 9:30AM | A Hybrid Evolutionary Algorithm and Cell Mapping Method for Multi-Objective Optimization Problems [#1049] |
| Jian-Qiao Jian and Oliver Schuetze | |
| School of Engineering, University of California, Merced, United States; CINVESTAV-IPN, Depto de Computacion, Mexico | |
| 10:00AM | Exploiting Gradient for Kriging-based Multi-Objective Aerodynamic Optimization [#1073] |
| Pramudita Palar and Koji Shimoyama | |
| Tohoku University, Japan |
Session CIASG1: Computational Intelligence Applications in Smart Grid I
Tuesday, November 28, 9:30AM-10:30AM, Room: Lehua (Kalia Tower), Chair: G. Kumar Venayagamoorthy
| 9:30AM | Optimized Automatic Generation Control in a Multi-area Power System with Particle Swarm Optimization [#1686] |
| Iroshani Jayawardene, Yawei Wei and Kumar Venayagamoorthy | |
| Clemson University, United States |
Session CICS1: Computational Intelligence in Cyber Security I
Tuesday, November 28, 10:45AM-12:45PM, Room: Honolulu 1 (Tapa Tower), Chair: Marco Carvalho
| 10:45AM | RDS3: Ransomware Defense Strategy by Using Stealthily Spare Space [#1092] |
| Kul Prasad Subedi, Daya Ram Budhathoki, Bo Chen and Dipankar Dasgupta | |
| The University of Memphis, United States; Michigan Technological University, United States | |
| 11:15AM | High Fidelity Adaptive Cyber Emulation [#1695] |
| Samir Mammadov, Dhanish Mehta, Evan Stoner and Marco Carvalho | |
| Harris Institute for Assured Information, United States | |
| 11:45AM | A Deep Neuro-Fuzzy method for multi-label malware classification and fuzzy rules extraction [#1005] |
| Andrii Shalaginov and Katrin Franke | |
| Department of Information Security and Communication Technology, Faculty of Information Technology and Electrical Engineering, Norwegian University of Science and Technology, Norway | |
| 12:15PM | Intrusion Detection of Multiple Attack Classes using a Deep Neural Net Ensemble [#1063] |
| Simone Ludwig | |
| North Dakota State University, United States |
Plenary Talk P-CIDM: Scalable Feature Selections and Its Applications
Tuesday, November 28, 10:45AM-11:45AM, Room: Honolulu 2 (Tapa Tower), Speaker: Gregory Ditzler
Session SIS2: Combinatorial Optimization
Tuesday, November 28, 10:45AM-12:45PM, Room: Honolulu 3 (Tapa Tower), Chair: Robert Green
| 10:45AM | Integrated Particle Swarm and Evolutionary Algorithm Approaches to the Quadratic Assignment Problem [#1021] |
| Ayah Helal, Enas Jawdat, Islam Elnabarawy, Ashraf Abdelbar and Donald Wunsch | |
| University of Kent, United Kingdom; American University in Cairo, Egypt; Missouri University of Science and Technology, United States; Brandon University, Canada | |
| 11:15AM | A Formal Approach to Deriving Factored Evolutionary Algorithm Architectures [#1041] |
| Shane Strasser, John Sheppard and Stephyn Butcher | |
| Montana State University, United States; Johns Hopkins University, United States | |
| 11:45AM | Evaluating Factored Evolutionary Algorithm Performance on Binary Deceptive Problems [#1425] |
| Shane Strasser and John Sheppard | |
| Montana State University, United States | |
| 12:15PM | Neighborhood Topologies in Central Force Optimization [#1684] |
| Robert Green | |
| Bowling Green State University, United States |
Plenary Talk P-ADPRL: New Reinforcement Learning Structures for Real-Time Optimal Control and Differential Graphical Games: Applications to HRI and Industrial Process Control
Tuesday, November 28, 10:45AM-11:45AM, Room: Iolani 5-6 (Tapa Tower), Speaker: Frank Lewis
Session CIFEr5: Computational Intelligence for Financial Engineering & Economics V
Tuesday, November 28, 10:45AM-12:45PM, Room: Iolani 3-4 (Tapa Tower), Chair: Juho Kanniainen
| 10:45AM | Assessing the Impact of Self-Organizing Map on Genetic Fuzzy Set Hybrid Intelligent Systems for Financial Prediction [#1322] |
| Henning Kvalsund and Kazi Shah Nawaz Ripon | |
| Norwegian University of Science and Technology, Norway; University of Science and Technology, Norway | |
| 11:15AM | Intraday Value-at-Risk Estimation for Directional Change Events and Investment Strategies [#1754] |
| Rui Jorge Almeida, Nalan Basturk and Robert Golan | |
| Department of Quantitative Economics, Maastricht University, Netherlands; DBmind Technologies Inc., United States | |
| 11:45AM | Nation-Wide Synthetic Reconstruction Method [#1698] |
| Tadahiko Murata and Takuya Harada | |
| Kansai University, Japan; Graduate School of Informatics, Kansai University, Japan | |
| 12:15PM | Discovery of Rare Causal Knowledge from Financial Statement Summaries [#1487] |
| Hiroki Sakaji, Risa Murono, Hiroyuki Sakai, Jason Bennett and Kiyoshi Izumi | |
| The University of Tokyo, Japan; Seikei University, Japan; Sumitomo Mitsui Asset Management, Japan |
Session CIES2: Computational Intelligence for Engineering Solutions II
Tuesday, November 28, 10:45AM-12:45PM, Room: Nautilus (Kalia Tower), Chair: Matteo Broggi
| 10:45AM | Applying Design Knowledge and Machine Learning to SCADA data for Classification of Wind Turbine Operating Regimes [#1240] |
| Braulio Barahona, Cyprien Hoelzl and Eleni Chatzi | |
| ETH, Switzerland | |
| 11:15AM | Improving Performance of CDCL SAT Solvers by Automated Design of Variable Selection Heuristics [#1247] |
| Marketa Illetskova, Alex R. Bertels, Joshua M. Tuggle, Adam Harter, Samuel Richter, Daniel R. Tauritz, Samuel Mulder, Denis Bueno, Michelle Leger and William M. Siever | |
| Missouri University of Science and Technology, United States; Sandia National Laboratories, United States; Washington University in St. Louis, United States | |
| 11:45AM | An Unsupervised K-means based Clustering Method for Geophysical Post-Earthquake Diagnosis [#1400] |
| Fernando Mato and Theofilos Toulkeridis | |
| Universidad de las Fuerzas Armadas ESPE, Ecuador | |
| 12:15PM | Finding Near-Optimum and Diverse Solutions for a Large-Scale Engineering Design Problem [#1495] |
| Abhinav Gaur, AKM Khaled Talukder, Kalyanmoy Deb, Santosh Tiwari, Simon Xu and Don Jones | |
| Doctoral Student, Michigan State University, United States; Koenig Endowed Chair Professor, Michigan State University, United States; General Motors, United States |
Session CIASG2: Computational Intelligence Applications in Smart Grid II
Tuesday, November 28, 10:45AM-12:45PM, Room: Lehua (Kalia Tower), Chair: Komla Folly
| 10:45AM | Simulation Evolution and Optimization for PV Solar Farm Configuration Under Weather and Soiling Uncertainty [#1100] |
| Peng-Yeng Yin, Chun-Ying Cheng and Shang-Wei Chen | |
| National Chi Nan University, Taiwan | |
| 11:15AM | Optimal Reconfiguration and Distributed Generator allocation in Distribution Network using an advanced Adaptive Differential Evolution [#1061] |
| Partha Biswas, Rammohan Mallipeddi, Ponnuthurai Suganthan and Gehan Amaratunga | |
| Nanyang Technological University, Singapore; Kyungpook National University, Korea (South); University of Cambridge, United Kingdom | |
| 11:45AM | Parallel Dependable Multi-population Differential Evolutionary Particle Swarm Optimization for On-line Optimal Operational Planning of Energy Plants [#1143] |
| Norihiro Nishimura, Yoshikazu Fukuyama and Tetsuro Matsui | |
| Meiji University, Japan; Fuji Electric, Japan | |
| 12:15PM | Self-Adaptive Differential Evolution Based Power System Stabilizers [#1723] |
| Dereck Dombo and Komla Folly | |
| University of Cape Town, South Africa |
Session CICARE4: Computational Intelligence in Healthcare and E-Health V
Tuesday, November 28, 10:45AM-12:45PM, Room: Kahili (Kalia Tower), Chair: Erik Cambria
| 10:45AM | Using Matching Substructures as an Optimization Objective for RNA Design [#1628] |
| David J. D. Hampson and Herbert H. Tsang | |
| Trinity Western University, Canada | |
| 11:15AM | Brain Machine Interface for Useful Human Interaction Via Extreme Learning Machine and State Machine Design [#1774] |
| Garrett Sargent, Haotian Zhang, Morgan Alyssa, Adam Van Camp, Arlen D'Arcy, Adam Cassedy, Theus Aspiras, Emma Romstadt, Victoria Dicillo and Vijayan Asari | |
| University of Dayton, United States; Northrop Grumman, United States; NASIC, United States | |
| 11:45AM | Predicting Bedside Falls using Current Context [#1302] |
| Asbjorn Danielsen and Bernt A. Bremdal | |
| UiT - The Arctic University of Norway, Norway | |
| 12:15PM | A Comparative Study of CNN, BoVW and LBP for Classification of Histopathological Images [#1307] |
| Meghana Dinesh Kumar, Morteza Babaie, Shujin Zhu, Shivam Kalra and Hamid Tizhoosh | |
| University of Waterloo, Canada; Amirkabir University, Iran; Nanjing University of Science and Technology, China |
Plenary Talk P-FOCI: Parameterized Analysis of Bio-inspired Computing
Tuesday, November 28, 10:45AM-11:45AM, Room: Hibiscus 1 (Kalia Tower), Speaker: Frank Neumann
Session ADPRL2: Adaptive Dynamic Programming and Reinforcement Learning II
Tuesday, November 28, 11:45AM-12:45PM, Room: Iolani 5-6 (Tapa Tower), Chair: K. G. Vamvoudakis and Avimanyu Sahoo
| 11:45AM | ADP-based Adaptive Optimal Tracking of Strict-feedback Nonlinear Systems [#1076] |
| Weinan Gao and Zhong-Ping Jiang | |
| Georgia Southern University, United States; New York University, United States | |
| 12:15PM | Optimal Event-triggered Control of Uncertain Linear Networked Control Systems: A Co-design Approach [#1728] |
| Avimanyu Sahoo, Vignesh Narayanan and Jagannathan Sarangapani | |
| Oklahoma State University, United States; Missouri University of Science and Technology, United States |
Session FOCI4: Foundations of Computational Intelligence IV
Tuesday, November 28, 11:45AM-12:45PM, Room: Hibiscus 1 (Kalia Tower), Chair: Pietro Oliveto / Leonardo Franco
| 11:45AM | An Approximate Ripple-Spreading Algorithm with Terminal h Strategy [#1014] |
| Xiao-Bing Hu, Ming-Kong Zhang and Jian-Qin Liao | |
| Civil Aviation University of China, China; Beijing Normal University, China; Chengdu MiidShare Technology Ltd, China | |
| 12:15PM | Tighter Upper Bound of Real Log Canonical Threshold of Non-negative Matrix Factorization and its Application to Bayesian Inference [#1039] |
| Naoki Hayashi and Sumio Watanabe | |
| Tokyo Institute of Technology, Japan |
Session CICS2: Computational Intelligence in Cyber Security II
Tuesday, November 28, 2:00PM-4:00PM, Room: Honolulu 1 (Tapa Tower), Chair: Dipankar Dasgupta
| 2:00PM | A Hybrid Approach to Improving Program Security [#1455] |
| Fitzroy Nembhard, Marco Carvalho and Thomas Eskridge | |
| Florida Institute of Technology, United States | |
| 2:30PM | Malware Classification Using Static Analysis Based Features [#1738] |
| Mehadi Hassen, Marco Carvalho and Philip Chan | |
| Florida Institute of Technology, United States | |
| 3:00PM | Towards Efficient Detection of Sybil Attacks in Location-based Social Networks [#1766] |
| Xu Zhiwei, Chen Bo, Meng Xuying and Liu Limin | |
| College of Information Engineering, Inner Mongolia University of Technology; Institute of Computing Technology, Chinese Academy of Sciences, China; Department of Computer Science, Michigan Technological University, United States; Institute of Computing Technology, Chinese Academy of Sciences, China; College of Information Engineering, Inner Mongolia University of Technology; Institute of Computing Technology, China |
Session CIDM2: Kernel Methods and Neural Networks
Tuesday, November 28, 2:00PM-4:00PM, Room: Honolulu 2 (Tapa Tower), Chair: Walter Bennette
| 2:00PM | Hyper-parameter Search in Support Vector Machines using PSO with Cellular Fitness Approximation [#1715] |
| Shinichi Yamada and Kourosh Neshatian | |
| University of Canterbury, New Zealand | |
| 2:30PM | Super-Resolution for Sequence Series Data using Long-Short Term Memory Network [#1253] |
| Pak-Kan Wong, Man-Leung Wong and Kwong-Sak Leung | |
| The Chinese University of Hong Kong, Hong Kong; Lingnan University, Hong Kong | |
| 3:00PM | Distance Metric Learnig using Each Category Centroid with Nuclear Norm Regularization [#1246] |
| Kenta Mikawa, Manabu Kobayashi, Masayuki Goto and Shigeichi Hirasawa | |
| Shonan Institute of Technology, Japan; Waseda University, Japan | |
| 3:30PM | Bilinear Generating Functions in Kernel Sparse Modeling and Learning [#1189] |
| Zhao Lu, Wen Yan and Qi Wu | |
| Tuskegee University, United States; Shanghai Jiaotong University, China |
Session SIS3: Large Scale Optimization
Tuesday, November 28, 2:00PM-4:00PM, Room: Honolulu 3 (Tapa Tower), Chair: Mohammed El-Abd
| 2:00PM | A Cooperative Co-evolutionary LSHADE Algorithm for Large-Scale Global Optimization [#1120] |
| Marwa Sharawi and Mohammed El-Abd | |
| Arab Open University, Egypt; American University of Kuwait, Kuwait | |
| 2:30PM | The Merits of Velocity Clamping Particle Swarm Optimisation in High Dimensional Spaces [#1156] |
| Elre Oldewage, Andries Engelbrecht and Christopher Cleghorn | |
| Council for Scientific and Industrial Research, South Africa; University of Pretoria, South Africa | |
| 3:00PM | Differential Evolution with Center-based Mutation for Large-scale Optimization [#1220] |
| Hanan Hanan Hiba, Sedigheh Mahdavi and Shahryar Rahnamayan | |
| Department of Electrical, Computer, and Software Engineering University of Ontario Institute of Technology (UOIT), Canada | |
| 3:30PM | Particle Swarm Optimization for Large-Scale Clustering on Apache Spark [#1381] |
| Sherar Matthew and Farhana Zulkernine | |
| School of Computing, Queen's University, Canada |
Session ADPRL3: Adaptive Dynamic Programming and Reinforcement Learning III
Tuesday, November 28, 2:00PM-4:00PM, Room: Iolani 5-6 (Tapa Tower), Chair: Yanjie Li and Yuhu Cheng
| 2:00PM | Cooperative Reinforcement Learning for Multiple Units Combat in StarCraft [#1242] |
| Shao Kun, Zhu Yuanheng and Zhao Dongbin | |
| Chinese Academy of Sciences, China | |
| 2:30PM | Gradient-Based Minimization for Multi-Expert Inverse Reinforcement Learning [#1198] |
| Davide Tateo, Matteo Pirotta, Marcello Restelli and Andrea Bonarini | |
| Politecnico di Milano, Italy | |
| 3:00PM | Efficient Actor-critic Algorithm with Dual Piecewise Model Learning [#1188] |
| Shan Zhong, Quan Liu, Gong Shengrong, Fu Qiming and Xu Jin | |
| Changshu Institute of Technology, China; Soochow University, China; Suzhou University of Science and Technology, China | |
| 3:30PM | Optimal Online Learning in Bidding for Sponsored Search Auctions [#1696] |
| Donghun Lee, Piotr Ziolo, Weidong Han and Warren Powell | |
| Princeton University, United States; Wizard Forms Ltd., Poland |
Session ALIFE1: IEEE Artificial Life I
Tuesday, November 28, 2:00PM-4:00PM, Room: Iolani 3-4 (Tapa Tower), Chair: Joseph Lizier
| 2:00PM | Fault Diagnosis in Robot Swarms: An Adaptive Online Behaviour Characterisation Approach [#1162] |
| James O'Keeffe, Danesh Tarapore, Alan Millard and Jon Timmis | |
| University of York, United Kingdom; University of Southampton, United Kingdom | |
| 2:30PM | Flexibility through Autonomous Decision-making in Robot Swarms [#1457] |
| Wayne Just and Melanie Moses | |
| University of New Mexico, United States; University of New Mexico and Santa Fe Institute, United States | |
| 3:00PM | Achieving Long-Term Progress in Competitive Co-Evolution [#1170] |
| Luca Simione and Stefano Nolfi | |
| Institute of Cognitive Sciences and Technologies CNR, Italy | |
| 3:30PM | Referential Communication as a Collective Property of a Brain-Body-Environment-Body-Brain System: A minimal cognitive model [#1110] |
| Jorge I. Campos and Tom Froese | |
| National Autonomous University of Mexico, Faculty of Higher Education Aragon, Mexico; National Autonomous University of Mexico, Institute of Applied Mathematics and Systems Research, Mexico |
Session CIES3: Computational Intelligence for Engineering Solutions III
Tuesday, November 28, 2:00PM-4:00PM, Room: Nautilus (Kalia Tower), Chair: Matteo Broggi
| 2:00PM | Revealing Prediction Uncertainty in Artificial Neural Network Based Reconstruction of Missing Data in Stochastic Process Records utilizing Extreme Learning Machines [#1543] |
| Liam Comerford, Michael Beer and Naiwei Lu | |
| Leibniz University of Hannover, Germany; Changsha University of Science and Technology, China | |
| 2:30PM | A P300 Brain Computer Interface based Intelligent Home Control System using a Random Forest Classifier [#1773] |
| Usman Masud and Iram Baig | |
| University of Engineering and Technology, Taxila, Pakistan | |
| 3:00PM | How Accurate Are Expert Estimations of Correlation? [#1009] |
| Michael Beer, Zitong Gong, Francisco Diaz De La O and Vladik Kreinovich | |
| Leibniz University of Hannover, Germany; University of Liverpool, United Kingdom; University of Texas at El Paso, United States | |
| 3:30PM | Investigation of a flexible rotor system with squeeze film dampers by a combined numerical procedure [#1539] |
| Qian Ding and Bingbing Han | |
| Tianjin University, China |
Session CIASG3: Computational Intelligence Applications in Smart Grid III
Tuesday, November 28, 2:00PM-4:00PM, Room: Lehua (Kalia Tower), Chair: Pedro Faria
| 2:00PM | Clustering Optimization of Distributed Energy Resources in Support of an Aggregator [#1371] |
| Joao Spinola, Ricardo Faia, Pedro Faria and Zita Vale | |
| GECAD/IPP, Portugal | |
| 2:30PM | Multi-Objective PSO for Scheduling Electricity Consumption in a Smart Neighborhood [#1677] |
| Pramod Herath and Ganesh Venayagamoorthy | |
| Clemson University, United States | |
| 3:00PM | Energy Consumption Forecasting using Neuro-Fuzzy Inference Systems: Thales TRT building case study [#1367] |
| Aria Jozi, Tiago Pinto, Isabel Praca, Sergio Ramos, Zita Vale, Benedicte Goujon and Petrisor Teodora | |
| GECAD/IPP, Portugal; University of Salamanca, Spain; GECAD - Polytechnic of Porto, Portugal; Thales Research Technology France, France | |
| 3:30PM | Lighting Consumption Optimization using Fish School Search Algorithm [#1753] |
| Pedro Faria, Angelo Pinto, Fernando Buarque, Tiago Pinto, Zita Vale and Mahsa Khorram | |
| Polytechnic of Porto, Portugal; University of Pernambuco, Brazil; University of Salamanca, Spain; Polytecnic of Porto, Portugal |
Session FOCI5: Foundations of Computational Intelligence V
Tuesday, November 28, 2:00PM-4:00PM, Room: Hibiscus 1 (Kalia Tower), Chair: Pietro Oliveto / Leonardo Franco
| 2:00PM | A Preliminary Study on Designing a Benchmark Problem for Analysis of Sparsely-Synchronized Heterogeneous Coevolution [#1714] |
| Jun-ichi Matsuoka, Yuki Nakashima and Satoshi Ono | |
| Kagoshima University, Japan | |
| 2:30PM | Does Relaxing Strict Acceptance Condition Improve Test Based Pareto Coevolution? [#1736] |
| ATM Golam Bari, Alessio Gaspar, R. Paul Wiegand and Anthony Bucci | |
| University of South Florida, United States; University of Central Florida, United States; 119 Amory St. Cambridge, MA, USA, United States | |
| 3:00PM | Combining Top-Down and Bottom-Up Approaches for Automated Discovery of Typed Programs [#1382] |
| Tomas Kren, Josef Moudrik and Roman Neruda | |
| Charles University, Faculty of Mathematics and Physics, Czech Republic; Institute of Computer Science, Academy of Sciences of the Czech Republic, Czech Republic | |
| 3:30PM | Improved Runtime Analysis of RLS and (1+1) EA for the Dynamic Vertex Cover Problem [#1694] |
| Pourhassan Mojgan, Roostapour Vahid and Neumann Frank | |
| Optimisation and Logistics, School of Computer Science, The University of Adelaide, Australia |
Poster Session P1: Poster Session I
Tuesday, November 28, 6:00PM-8:00PM, Room: TAPA Ballroom 1-2, Chair: David Fogel
| P101 | A Multi-Level Encoder for Text Summarization [#1091] |
| Junshuai Liu, Xin Xin, Li Li, Liu Shaozhuang and Ma Xiaoyu | |
| Beijing Institute of Technology, China; Beijing Easemob Technology Co, Ltd, China | |
| P102 | Procedural Maze Level Generation with Evolutionary Cellular Automata [#1392] |
| Chad Adams and Sushil Louis | |
| University of Nevada Reno, United States | |
| P103 | Recent Advances in Clonal Selection Algorithms and Applications [#1618] |
| Wenjian Luo and Xin Lin | |
| University of Science and Technology of China, China | |
| P104 | Soft Subspace Clustering Using QPSOSC Algorithm [#1486] |
| Yangyang Li, Xiaoxu Liang, Yujing Lu and Licheng Jiao | |
| Xidian University, China | |
| P105 | Enhanced dynamic data-driven monitoring approach: application to a two-tank heater system [#1315] |
| Fouzi Harrou, Muddu Madakyaru, Ying Sun and Sanjula Kammammettu | |
| CEMSE Division, King Abdullah University of Science and Technology, Thuwal 23955-6900 Saudi Arabia, Saudi Arabia; Manipal Institute of Technology, Manipal University, India | |
| P106 | Relative Torque Contribution Based Model Simplification for Robotic Dynamics Identification [#1740] |
| Weiqun Wang, Zeng-Guang Hou, Xu Liang, Shixin Ren, Liang Peng, Lincong Luo and Chengkun Cui | |
| Chinese Academy of Sciences, China | |
| P107 | A Novel Stability Criterion for Fuzzy Hyperbolic Time-Delay System Based on Dynamic Delay Partitioning Approach [#1262] |
| Wang Gang, Jia Ru and Liu Jinhai | |
| Northeastern University, China | |
| P108 | GPGPU-based Identification of Cointegrated Portfolios [#1299] |
| Vasco Grossmann and Manfred Schimmler | |
| Christian-Albrechts-University of Kiel, Germany | |
| P109 | An Algorithm for Diagnosis of Faults and Power Quality Problems in Radial Distribution Networks [#1060] |
| Kelly Silva and Helton Alves | |
| IFMA, Brazil | |
| P110 | Processing Threshold in an IEEE 802.11a/g/p Receiver over GNU Radio: A Fuzzy Logic Application [#1655] |
| Cristian David Rodriguez Rodriguez, Gustavo Puerto Leguizamon and Carlos Suarez Fajardo | |
| Universidad Distrital Francisco Jose de Caldas, Colombia | |
| P111 | Width design of circulation facilities in urban rail transit station [#1084] |
| Xinchuan Li, Lu Hu and Kunpeng Zhang | |
| Shenzhen Transportation Design and Research Institute Co., Ltd., China; School of Transportation and Logistics Southwest Jiaotong University, China | |
| P112 | Effects Selection Technique for Improving Visual Attraction via Visual Saliency Map [#1036] |
| Natsumi Suzuki and Yohei Nakada | |
| Graduate School of Advanced Mathematical Sciences, Meiji University, Japan | |
| P113 | A Classification Method based on Self-adaptive Artificial Bee Colony [#1430] |
| Yu Xue, Jiongming Jiang, Bing Xue and Mengjie Zhang | |
| University of Information Science and Technology Nanjing, China; Victoria University of Wellington, New Zealand | |
| P114 | DMMLN: A Deep Multi-task and Metric Learning Based Network for Video Classification [#1545] |
| Hongxin Zhi, Hongtao Yu, Shaomei Li and Chao Gao | |
| National Digital Switching System Engineering and Technological Research Center, China | |
| P115 | Implementation of Gesture Driven Virtual Reality for Car Racing Game using Back Propagation Neural Network [#1087] |
| Sriparna Saha, Rimita Lahiri, Amit Konar, Anca L. Ralescu and Atulya K. Nagar | |
| Maulana Abul Kalam Azad University of Technology West Bengal, India; Jadavpur University, Kolkata, India, India; Department of Computer Science EECS Department, University of Cincinnati, USA, United States; Mathematics and Computer Science Department Liverpool Hope University, United Kingdom, United Kingdom | |
| P116 | Characterization of Common Videos with Statistical Features Extracted from Frame Transition Profiles [#1509] |
| Abhiram Gaddampalli and Qiuming Zhu | |
| University of Nebraska at Omaha, United States | |
| P117 | Neighborhood Field Optimization Algorithm with Dendritical Structure [#1158] |
| Nian Ao, Xu Han and Zhou Wu | |
| Chongqing University, China | |
| P118 | Law Enforcement Resource Optimization with Response Time Guarantees [#1592] |
| Jonathan Chase, Jiali Du, Na Fu, Truc Viet Le and Hoong Chuin Lau | |
| Singapore Management University, Singapore | |
| P119 | Identifying Sunni Extremist Propaganda with Deep Learning [#1232] |
| Andrew Johnston and Gary Weiss | |
| Fordham University, United States | |
| P120 | Evolving Neuromodulatory Architectures on Non-Associative Learning Tasks [#1395] |
| Jason Yoder | |
| Indiana University, United States | |
| P121 | Chemical Concentration Map Building Using Whale Optimization Algorithm [#1259] |
| Alp Merzi and Veysel Gazi | |
| Altinbas University, Turkey | |
| P122 | Evolving Morphological Robustness in Swarm Robotics [#1491] |
| Geoff Nitschke and Ruben Putter | |
| University of Cape Town, South Africa | |
| P123 | Models of Adaptive Navigation, Inspired by Ant Transport Strategy in the Presence of Obstacles [#1171] |
| Elizabeth E. Esterly, Helen McCreery and Radhika Nagpal | |
| University of New Mexico, United States; Michigan State University, United States; Harvard University, United States | |
| P124 | RBF Based Adaptive Neuro-Fuzzy Inference System to Torque Estimation from EMG signal [#1752] |
| Tanvir Anwar and Hayat Al-Dmour | |
| Student, Australia | |
| P125 | Opposition-based Ensemble Micro-Differential Evolution [#1105] |
| Hojjat Salehinejad, Shahryar Rahnamayan and Hamid R. TIzhoosh | |
| University of Toronto, Canada; Univ of Ontario Inst of Tech, Canada; University of Waterloo, Canada | |
| P126 | Optimal Power Flow Solutions using Population Reduction Technique of Success History based Adaptive Differential Evolution [#1205] |
| Partha Biswas, Ponnuthurai Suganthan and Gehan Amaratunga | |
| Nanyang Technological University, Singapore; University of Cambridge, United Kingdom | |
| P127 | Neuroimaging Biomarkers of Cognitive Decline in Healthy Older Adults via Unified Learning [#1219] |
| Tayo Obafemi-Ajayi, Khalid Al-Jabery, Lauren Salminen, David Laidlaw, Ryan Cabeen, Donald Wunsch and Robert Paul | |
| Missouri State University, United States; Missouri University of Science and Technology, United States; University of Southern California, United States; Brown University, United States; USC Stevens Neuroimaging and Informatics Institute, United States; University of Missouri-St. Louis, United States | |
| P128 | Predicting Risk of Adverse Outcomes in Knee Replacement Surgery with Reconstructability Analysis [#1132] |
| Cecily Froemke and Martin Zwick | |
| Portland State University, Systems Science Program, United States | |
| P129 | Auto-categorization of medical concepts and contexts [#1469] |
| Anupam Mondal, Erik Cambria, Dipankar Das, Sivaji Bandyopadhyay and Feraco Antonio | |
| Department of Computer Science and Engineering, Jadavpur University, India; School of Computer Science and Engineering, Nanyang Technological University, Singapore; Fraunhofer, Singapore | |
| P130 | Combining Real-Valued and Binary Gabor-Radon Features for Classification and Search in Medical Imaging Archives [#1692] |
| Hamed Erfankhah, Mehran Yazdi and Hamid Tizhoosh | |
| Shiraz University, Iran; Shiraz University, Canada; University of Waterloo, Canada | |
| P131 | Emotion Recognition with Facial Expressions and Physiological Signals [#1657] |
| Boxuan Zhong, Zikun Qin, Shuo Yang, Junyu Chen, Nicholas Mudrick, Michelle Taub, Roger Azevedo and Edgar Lobaton | |
| North Carolina State University, United States; Zhejiang University, China | |
| P132 | Irregular Breathing Detection in CPAP Assisted Patients Using Hierarchical Temporal Memory [#1665] |
| Nicholas Mitri, Wissam Marrouche, Mariette Awad and Robert Habib | |
| American University of Beirut, Lebanon | |
| P133 | Deep Learning Driven Multimodal Fusion For Automated Deception Detection [#1681] |
| Mandar Gogate, Ahsan Adeel and Amir Hussain | |
| University of Stirling, United Kingdom | |
| P134 | Decomposition Based Dominance Relationship For Evolutionary Many-Objective Algorithm [#1128] |
| Lei Chen, Hai-Lin Liu and Kay Chen Tan | |
| Guangdong University of Technology, China; City University of Hong Kong, Hong Kong | |
| P135 | Deep Learning for Wind Vector Determination [#1080] |
| Richard McAllister and John Sheppard | |
| Montana State University, United States | |
| P136 | Adaptation and Contextualization of Deep Neural Network Models [#1281] |
| Dimitrios Kollias, Miao Yu, Athanasios Tagaris, Georgios Leontidis, Stefanos Kollias and Andreas Stafylopatis | |
| National Technical University of Athens, Greece; University of Lincoln, United Kingdom | |
| P137 | Estimating Cement Compressive Strength from Microstructure Images using Convolutional Neural Network [#1560] |
| Meihui Li, Lin Wang, Bo Yang, Liangliang Zhang and Yu Liu | |
| Shandong Provincial Key Laboratory of Network based Intelligent Computing, University of Jinan, China; Shandong Provincial Key Laboratory of Network based Intelligent Computing, University of Jinan;School of Informatics, Linyi University, China; Shenzhen Gangchuang Building Material Co., Ltd., China | |
| P138 | Spike Trains Encoding and Threshold Rescaling Method for Deep Spiking Neural Networks [#1739] |
| Yang Xu, Huajin Tang, Jinwei Xing and Hongying Li | |
| Sichuan University, China | |
| P139 | The Effect of the Number of Ants Parameter in the ACO-R Algorithm: A Run-Time Profiling Study [#1024] |
| Ashraf Abdelbar and Khalid Salama | |
| Brandon University, Canada; University of Kent, United Kingdom | |
| P140 | A Sugeno-Based Search Width Decay Schedule in the ACO-R Algorithm [#1025] |
| Abdelbar Ashraf and Khalid Salama | |
| Brandon University, Canada; University of Kent, United Kingdom | |
| P141 | UAV Coverage Path Planning Algorithm for Bridge Detection [#1437] |
| Hongwei Mo, He Qu, Lifang Xu, Chaomin Luo, Qirong Tang and Lu Ding | |
| Harbin Engineering University, China; University of Detroit Mercy, United States; Tongji University, China | |
| P142 | Solution Recombination in an Indicator-Based Many-Objective Ant Colony Optimizer for Continuous Search Spaces [#1034] |
| Ashraf Abdelbar and Khalid Salama | |
| Brandon University, Canada; University of Kent, United Kingdom | |
| P143 | An Inverse Reinforcement Learning Algorithm for semi-Markov Decision Processes [#1047] |
| Chuanfang Tan, Yanjie Li and Yuhu Cheng | |
| Harbin Institute of Technology Shenzhen Graduate School, China; China University of Mining and Technology, China | |
| P144 | Obstacle Avoidance of Hexapod Robots Using Fuzzy Q-Learning [#1184] |
| Jun Hong, Kaiqiang Tang and Chunlin Chen | |
| Nanjing University, China | |
| P145 | Exploiting Structure and Uncertainty of Bellman Updates in Markov Decision Processes [#1202] |
| Davide Tateo, Carlo D'Eramo, Alessandro Nuara, Marcello Restelli and Andrea Bonarini | |
| Politecnico di Milano, Italy | |
| P146 | A Benchmark Environment Motivated by Industrial Control Problems [#1217] |
| Daniel Hein, Stefan Depeweg, Michel Tokic, Steffen Udluft, Alexander Hentschel, Thomas A. Runkler and Volkmar Sterzing | |
| Technical University of Munich, Germany; Siemens AG, Germany; AxiomZen, Canada | |
| P147 | Data-Driven Robust Regulation of Nonlinear Systems With Mismatched Disturbances [#1492] |
| Xiong Yang and Haibo He | |
| Tianjin University, China; University of Rhode Island, United States | |
| P148 | Output Constrained Adaptive Dynamic Programming for Continuous-Time Nonlinear Systems [#1568] |
| Jingjing Yang, Jingjia Chen, Bo Fan and Qinmin Yang | |
| Guangdong Power Grid Corporation, China; General Electric, United States; Zhejiang University, China | |
| P149 | Visualization Method of Relationship among Team Sports Formation Components in Shoot Scenes [#1056] |
| Risa Yamamoto, Toshiki Abe and Yohei Nakada | |
| Graduate School of Advanced Mathematical Sciences, Meiji University, Japan; School of Interdisciplinary Mathematical Sciences, Meiji University, Japan | |
| P150 | Unpaired Multi-View Kernel Spectral Clustering [#1117] |
| Lynn Houthuys and Johan A.K. Suykens | |
| KU Leuven, Belgium | |
| P151 | Microarray Data Classification Using Neuro-Fuzzy Classifier with Firefly Algorithm [#1269] |
| Panudech Jinthanasatian, Sansanee Auephanwiriyakul and Nipon Theera-Umpon | |
| Computer Engineering Dept., Faculty of Engineering, Chiang Mai University, Thailand; Electrical Engineering Dept., Faculty of Engineering, Chiang Mai University, Thailand | |
| P152 | Development of crime in England and Wales 1898-2001: Data mining using self-organising map [#1480] |
| Xingan Li, Henry Joutsijoki, Jorma Laurikkala and Martti Juhola | |
| Tallinn University, Estonia; University of Tampere, Finland | |
| P153 | Reinforcement Learning based Distance Metric Filtering Approach in Clustering [#1125] |
| Bassel Ali, Ken-ichi Fukui, Wasin Kalintha, Koichi Moriyama and Masayuki Numao | |
| Osaka University, Japan; Nagoya Institute of Technology, Japan | |
| P154 | Synonym Discovery with Etymology-based Word Embeddings [#1532] |
| Seunghyun Yoon, Pablo Estrada and Kyomin Jung | |
| Seoul National University, Korea (South) | |
| P155 | Adapting Sentiment Analysis System from English to Slovak [#1571] |
| Martin Mikula, Xiaoying Gao and Kristina Machova | |
| Technical University of Kosice, Slovakia; Victoria University of Wellington, New Zealand | |
| P156 | Privacy Preserving Extreme Learning Machine Using Additively Homomorphic Encryption [#1348] |
| Shohei Kuri, Takuya Hayashi, Toshiaki Omori, Seiichi Ozawa, Yoshinori Aono, Le Trieu Phong, Lihua Wang and Shiho Moriai | |
| Kobe University, Japan; National Institute of Information and Communications Technology, Japan | |
| P157 | Validity Index-based Vigilance Test in Adaptive Resonance Theory Neural Networks [#1378] |
| Leonardo Enzo Brito da Silva and Donald C. Wunsch | |
| Missouri University of Science and Technology, United States | |
| P158 | An Improved Penalty-factor based Attractive and Repulsive Particle Swarm Optimization for Nonconvex Economic Dispatch Problems [#1078] |
| Baek Min-Kyu, Park Jong-Bae and Lee Kwang Y. | |
| Konkuk University, Korea (South); Baylor University, United States | |
| P159 | A Residential Energy Management System with Offline Population-Based Optimization [#1741] |
| Joao Soares, Fernando Lezama, Sergio Ramos, Zita Vale and Andre Lopes | |
| Polytechnic of Porto - GECAD, Portugal | |
| P160 | Stochastic Optimal Allocation of PMUs for Improving the Accuracy of State Estimation [#1097] |
| Hiroyuki Mori, Shota Ogawa and Hsaio-Dong Chiang | |
| Meiji University, Japan; Cornell University, United States | |
| P161 | Multi-population Differential Evolutionary Particle Swarm Optimization for Distribution State Estimation using Correntropy in Electric Power Systems [#1142] |
| Sohei Iwata, Yoshikazu Fukuyama, Toru Jintsugawa, Hisashi Fujimoto and Tetsuro Matsui | |
| Meiji University, Japan; Fuji Electric, Japan | |
| P162 | Diversity-Guided Generalized Extremal Optimization for Transformer Design Problem [#1165] |
| Leandro dos S. Coelho, Viviana C. Mariani, Rafael B. Grebogi, Emerson H. de Vasconcelos Segundo, Mauricio V. Ferreira da Luz, Jean V. Leite and Roberto Z. Freire | |
| Pontifical Catholic University of Parana - PUCPR, Brazil; Federal Institute of Santa Catarina - IFSC, Brazil; Federal University of Santa Catarina - UFSC, Brazil | |
| P163 | Power System Transmission Line Tripping Analysis using a Big Data platform with 3D visualization [#1527] |
| Liu Yuquan, Guo Yuanjun, Yang Zhile, Hu Jingxing, Lu Guojun and Wang Yong | |
| Guangzhou Power Supply Co. Ltd, China; Shenzhen Institute of Advanced Technology, China | |
| P164 | Robust Multi-objective Optimization of a Photovoltaic System with Grid Connection [#1726] |
| Jean Meunier and Dominique Knittel | |
| University of Strasbourg, France | |
| P165 | Model-based Fault Detection Algorithm for Photovoltaic System Monitoring [#1747] |
| Fouzi Harrou, Ying Sun and Ahmed Saidi | |
| CEMSE Division, King Abdullah University of Science and Technology, Thuwal 23955-6900 Saudi Arabia, Saudi Arabia; ENERGARID Laboratory, Electrical Engineering Department Tahri Mohammed University, Bechar, Algeria, Algeria | |
| P166 | Neighbor Risk Reporting in Vehicular Networks [#1542] |
| Stephen Glass, Imad Mahgoub and Monika Rathod | |
| Florida Atlantic University, United States | |
| P167 | A Recurrent Neural Network Based Method for Predicting the State of Aircraft Air Conditioning System [#1615] |
| Yuxuan Zhang, Yuanxiang Li, Xian Wei, Xishuai Peng, Honghua Zhao and Kaijie Shen | |
| Shanghai Jiao Tong University, China; Fujian Institute of Research on the Structure of Matter, China; Eastern Airlines Technic Co, China | |
| P168 | Predicting Metabolic Syndrome using Risk Quantification and Ensemble Methods [#1562] |
| Habeebah Adamu Kakudi, Chu Kiong Loo and Foong Ming Moy | |
| University of Malaya, Malaysia | |
| P169 | Path planning of the autonomous mobile robot by using real-time rolling risk estimation with fuzzy inference [#1661] |
| Mutsumi Iwasa, Yuichiro Toda, Naoyuki Kubota and Azhar Saputra | |
| Tokyo Metropolitan University, Japan; Tokyo Metropolitan University, Indonesia | |
| P170 | Recurrent Kernel Online Sequential Extreme Learning Machine with Kernel Adaptive Filter for Time Series Prediction [#1538] |
| Zongying Liu, Chu Kiong Loo and Kitsuchart Pasupa | |
| University of Malaya, Malaysia; King Mongkut's Institute of Technology Ladkrabang, Thailand | |
| P171 | Spherical Optical Flow based Cornering Motion Representation for Vehicle Control [#1239] |
| Yusuke Nagai, Hiroyuki Masuta, Kei Sawai, Tatsuo Motoyoshi, Ken'ichi Koyanagi and Toru Oshima | |
| Toyama Prefectural University, Japan | |
| P172 | A Bio-Inspired Spiking Neural Network Encoding Color-Biased Images [#1552] |
| Hu Weitai, Li Jingling, Huo Hong and Fang Tao | |
| Shanghai Jiao Tong University, China | |
| P173 | Energy-Efficient Activity Recognition via Multiple Time-Scale Analysis [#1328] |
| Namita Lokare, Shamim Samadi, Boxuan Zhong, Laura Gonzalez, Farrokh Mohammadzadeh and Edgar Lobaton | |
| North Carolina State University, United States | |
| P174 | Three-dimensional Graph Drawing by Kamada-Kawai Method with Barzilai-Borwein Method [#1744] |
| Hasal Martin, Nowakova Jana and Platos Jan | |
| IT4Innovations National Supercomputing Center, VSB-Technical University of Ostrava, Czech Republic; Faculty of Electrical Engineering and Computer Science, VSB-Technical University of Ostrava, Czech Republic | |
| P175 | Improving pairwise learning to rank algorithms for Document Retrieval [#1669] |
| Faiza Dammak, Hager Kammoun and Abdelmajid Ben Hamadou | |
| MIRACL Laboratory Sfax, Tunisia, Tunisia | |
| P176 | A Multivariate Time Series Approach to Forecasting Daily Attendances at Hospital Emergency Department [#1103] |
| Farid Kadri, Fouzi Harrou and Sun Ying | |
| Explosense, Big Data and Analytics services Institut d'Optique Graduate School, Talence, France; CEMSE Division, King Abdullah University of Science and Technology, Thuwal 23955-6900 Saudi Arabia, Saudi Arabia | |
| P177 | Exploring the Shortest Path in PSO Communication Network [#1343] |
| Michal Pluhacek, Roman Senkerik, Adam Viktorin and Tomas Kadavy | |
| Tomas Bata University in Zlin, Czech Republic | |
| P178 | Variational Autoencoder Based Synthetic Data Generation for Imbalanced Learning [#1317] |
| Zhiqiang Wan, Yazhou Zhang and Haibo He | |
| University of Rhode Island, United States | |
| P179 | Learning Deep Models of Optimization Landscapes [#1012] |
| Shumeet Baluja | |
| Google, Inc., United States | |
| P180 | System Identification Acceleration and Improvement with Genetic Programming Usage [#1746] |
| Nowakova Jana, Platos Jan and Hasal Martin | |
| Faculty of Electrical Engineering and Computer Science, VSB-Technical University of Ostrava, Czech Republic; IT4Innovations National Supercomputing Center, VSB-Technical University of Ostrava, Czech Republic | |
| P181 | Vanet Scalable Fuzzy Logic Based Adaptive Beaconing [#1688] |
| Mohammed Alhameed and Imad Mahgoub | |
| Florida Atlantic University, United States |
Session CIEL1: Computational Intelligence and Ensemble Learning I
Wednesday, November 29, 8:30AM-10:30AM, Room: Honolulu 1 (Tapa Tower), Chair: P. N. Suganthan
| 8:30AM | A Meta-heuristic with ensemble of local search operators for Urban Traffic Light Optimization [#1580] |
| Kaizhou Gao, Yicheng Zhang, Yi Zhang and Rong Su | |
| Liaocheng University, China; Nanyang Technological University, Singapore | |
| 9:00AM | Extending Unified Differential Evolution with a New Ensemble of Constraint Handling Techniques [#1762] |
| Anupam Trivedi, Nimagna Biswas, Saurajit Chakroborty and Dipti Srinivasan | |
| National University of Singapore, Singapore; Jadavpur University, India | |
| 9:30AM | Classification of high dimensional data using LASSO ensembles [#1139] |
| Daniel Urda, Leonardo Franco and Jose M. Jerez | |
| Universidad de Malaga, Spain | |
| 10:00AM | A Heterogeneous Ensemble of Trees [#1761] |
| Wen Xin Cheng, Rakesh Katuwal, P.N. Suganthan and Xueheng Qiu | |
| Nanyang Technological University, Singapore |
Session CIDUE1: Computational Intelligence in Dynamic and Uncertain Environments I
Wednesday, November 29, 8:30AM-10:30AM, Room: Honolulu 2 (Tapa Tower), Chair: Shengxiang Yang
| 8:30AM | Using Market-based Optimisation to Solve the Dynamic Vehicle Routing Problem [#1130] |
| Callan Bright, Lyndon While, Tim French and Mark Reynolds | |
| The University of Western Australia, Australia | |
| 9:00AM | Considering Flexibility in the Evolutionary Dynamic Optimisation of Airport Security Lane Schedules [#1329] |
| Darren Chitty, Shengxiang Yang and Mario Gongora | |
| De Montfort University, United Kingdom | |
| 9:30AM | Pheromone Modification Strategy for the Dynamic Travelling Salesman Problem with Weight Changes [#1427] |
| Michalis Mavrovouniotis, Mien Van and Yang Shengxiang | |
| Nottingham Trent University, United Kingdom; De Montfort University, United Kingdom | |
| 10:00AM | How to Select a Winner in Evolutionary Optimization? [#1180] |
| Risto Miikkulainen, Hormoz Shahrzad, Nigel Duffy and Phil Long | |
| Sentient Technologies and the University of Texas at Austin, United States; Sentient Technologies, United States |
Session SIS4: Special Session: Adaptive Swarm Intelligence Algorithms
Wednesday, November 29, 8:30AM-10:30AM, Room: Honolulu 3 (Tapa Tower), Chair: Kyle Robert Harrison
| 8:30AM | Distributed Co-evolutionary Particle Swarm Optimization Using Adaptive Migration Strategy [#1129] |
| Lin Shi, Zhi-Hui Zhan, Hua-qiang Yuan, Jing-Jing Li and Jun Zhang | |
| South China University of Technology, China; Dongguan University of Technology, China; South China Normal University, China | |
| 9:00AM | Constrained Ant Brood Clustering Algorithm with Adaptive Radius: A Case Study on Aspect based Sentiment Analysis [#1228] |
| Qasem Mohammed, Thulasiraman Parimala and Ruppa Thulasiram | |
| Department of Computer Science, University of Manitoba, Canada | |
| 9:30AM | An Adaptive Particle Swarm Optimization Algorithm Based on Optimal Parameter Regions [#1622] |
| Kyle Robert Harrison, Andries P. Engelbrecht and Beatrice M. Ombuki-Berman | |
| University of Pretoria, South Africa; Brock University, Canada | |
| 10:00AM | Adaptive Firefly Algorithm Based on Complex Network Analysis of Population Dynamics [#1666] |
| Magdalena Metlicka and Donald Davendra | |
| University of Massachusetts Amherst, United States; Central Washington University, United States |
Session ADPRL4: Adaptive Dynamic Programming and Reinforcement Learning IV
Wednesday, November 29, 8:30AM-10:30AM, Room: Tapa Ballroom 3, Chair: Zhen Ni and Qinglai Wei
| 8:30AM | A Reinforcement Learning Approach for Sequential Decision-Making Process in Smart Grid Security [#1534] |
| Zhen Ni, Shuva Paul, Xiangnan Zhong and Qinglai Wei | |
| South Dakota State University, United States; University of North Texas, United States; Chinese Academy of Science, China | |
| 9:00AM | Multi-objective Energy Management for We-Energy in Energy Internet using Reinforcement Learning [#1447] |
| Qiuye Sun, Danlu Wang, Dazhong Ma and Bonan Huang | |
| School of Information Science and Engineering, Northeastern University, China | |
| 9:30AM | Discrete-Time Generalized Policy Iteration ADP Algorithm With Approximation Errors [#1508] |
| Qinglai Wei, Li Benkai and Song Ruizhuo | |
| The State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences, China; University of Science and Technology Beijing, China | |
| 10:00AM | Deep Reinforecement Learning Based Optimal Defense for Cyber-Physical System in presence of Unknown Cyber-attack [#1549] |
| Ming Feng and Hao Xu | |
| University of Nevada Reno, United States |
Session CICA1: Computational Intelligence in Control and Automation I
Wednesday, November 29, 8:30AM-10:30AM, Room: Iolani 3-4 (Tapa Tower), Chair: Yoshihiko Miyasato and Kazi Shah Nawaz Ripon
| 8:30AM | Flying Vehicle Longitudinal Controller Design via Prey-Predator Pigeon-Inspired Optimization [#1059] |
| Mostafa S. Mohamed, Haibin Duan and Li Fu | |
| Beihang university, China; Beihang University, China | |
| 9:00AM | Adaptive H-infinity Consensus Control of Euler-Lagrange Systems on Directed Network Graph by Utilizing Neural Network Approximators [#1146] |
| Yoshihiko Miyasato | |
| The Institute of Statistical Mathematics, Japan | |
| 9:30AM | Optimizing Bio-Inspired Propulsion Systems Using Genetic Algorithm [#1327] |
| Kazi Shah Nawaz Ripon, Thomas Gjerde and John Martin Kleven Godo | |
| Norwegian University of Science and Technology, Norway; Norwegian University of Scoence and Technology, Norway; Norwegian University of Science and Terchnology, Norway | |
| 10:00AM | Learning to Regulate Rolling Ball Motion [#1675] |
| Devesh Jha, William Yerazunis, Daniel Nikovski and Amir-massoud Farahmand | |
| Mitsubishi Electric Research Laboratories, United States |
Session CIES4: Computational Intelligence for Engineering Solutions IV
Wednesday, November 29, 8:30AM-10:30AM, Room: Nautilus (Kalia Tower), Chair: Tim Berthold
| 8:30AM | Aspects of Computational Intelligence in Structural Dynamics: Structural Health Monitoring. [#1603] |
| Nikolaos Dervilis, Elizabeth J. Cross, Ifigeneia Antoniadou, Charles Farrar and Keith Worden | |
| University of Sheffield, United Kingdom; Los Alamos National Laboratories, United States | |
| 9:00AM | Comparison of Bayesian and Interval Uncertainty Quantification: Application to the AIRMOD Test Structure [#1148] |
| Matteo Broggi, Matthias Faes, Edoardo Patelli, Yves Govers, David Moens and Michael Beer | |
| Leibniz University Hannover - Institute for Risk and Reliability, Germany; KU Leuven - Department of Mechanical Engineering, Belgium; University of Liverpool - Institute for Risk and Uncertainty, England; German Aerospace Center (DLR) - Institute for Aeroelasticity, Germany | |
| 9:30AM | Using a Multiobjective Genetic Algorithm for Curve Approximation [#1331] |
| Tim Sabsch, Christian Braune, Alexander Dockhorn and Rudolf Kruse | |
| Otto-von-Guericke-University Magdeburg, Germany | |
| 10:00AM | On Advances in Development of Evolutionary Algorithms for Chosen Large Optimization Problems of Computational Mechanics [#1391] |
| Janusz Orkisz and Maciej Glowacki | |
| Cracow University of Technology, Poland |
Session CIASG4: Computational Intelligence Applications in Smart Grid IV
Wednesday, November 29, 8:30AM-10:30AM, Room: Lehua (Kalia Tower), Chair: Ahmed Saber
| 8:30AM | An Ensemble of Multi-objective Optimized Fuzzy Regression Models for Short-term Electric Load Forecasting [#1637] |
| Tomas Vantuch and Michal Prilepok | |
| Centre ENET at VSB-Technical University of Ostrava, Czech Republic; Department of computer science at VSB-Technical University of Ostrava, Czech Republic | |
| 9:00AM | Pattern Recognition for Electric Energy Consumption Prediction in a Laboratory Environment [#1699] |
| Guneet Bedi, Ganesh Kumar Venayagamoorthy and Rajendra Singh | |
| Real-Time Power and Intelligent Systems Laboratory, Holcombe Department of Electrical and Computer Engineering, Clemson University, United States; Real-Time Power and Intelligent Systems Laboratory, Holcombe Department of Electrical and Computer Engineering, Clemson University; and School of Engineering, University of Kwazulu-Natal, Durban 4041, South Africa, United States; Real-Time Power and Intelligent Systems Laboratory, Holcombe Department of Electrical and Computer Engineering and Department of Automotive Engineering, Clemson University, United States | |
| 9:30AM | Short Term Load Forecasting using Multiple Linear Regression for Big Data [#1483] |
| Ahmed Saber | |
| ETAP, United States | |
| 10:00AM | A Computational Intelligence Approach for Residential Home Energy Management Considering Reward Incentives [#1473] |
| Zhen Ni, Priti Paudyal and Xiangnan Zhong | |
| South Dakota State Unviersity, United States; University of North Texas, United States |
Session CCMB1: Computational Intelligence, Cognitive Algorithms, Mind, and Brain I
Wednesday, November 29, 8:30AM-10:30AM, Room: Kahili (Kalia Tower), Chair: Angelo Cangelossi
| 8:30AM | A Type-2 Fuzzy Set induced Classification of Cognitive Load in Inter-individual Working Memory Performance based on Hemodynamic Response [#1341] |
| Amiyangshu De, Tanuka Bhattacharjee, Amit Konar, Anca L. Ralescu and Atulya K. Nagar | |
| Jadavpur University, India; EECS Department, University of Cincinnati, United States; Mathematics and Computer Science Department, Liverpool Hope University, United Kingdom | |
| 9:00AM | Stable Sparse Encoding for Predictive Processing [#1402] |
| Linda Main and John Thornton | |
| Griffith University, Australia | |
| 9:30AM | Classification of EEG Signals using Fractal Dimension Features and Artificial Neural Networks [#1428] |
| Roberto A. Vazquez and Rocio Salazar-Varas | |
| Universidad La Salle Mexico, Mexico | |
| 10:00AM | Simulating and Reconstructing Neurodynamics with Epsilon-Automata Applied to Electroencephalography (EEG) Microstate Sequences [#1750] |
| Chrystopher L. Nehaniv and Elena Antonova | |
| University of Hertfordshire, United Kingdom; KIng's College London, United Kingdom |
Session CIR2AT1: Computational Intelligence in Robotic Rehabilitation and Assistive Technologies I
Wednesday, November 29, 8:30AM-10:30AM, Room: Hibiscus 1 (Kalia Tower), Chair: Javier Leonardo Castellanos
| 8:30AM | A Method for an Agile, User Centered Development of Natural User Interfaces [#1326] |
| Karolina Bernat, Sobin Ghose, Kai von Luck and Florian Vogt | |
| University of Applied Sciences (HAW), Germany | |
| 9:00AM | Korean Sign Language Recognition Using EMG and IMU Sensors Based on Group-Dependent NN Models [#1185] |
| Seongjoo Shin, Baek Youngmi, Lee Jinhee, Eun Yongsoon and Son Sang Hyuk | |
| DGIST, Korea (South) | |
| 9:30AM | Lexa: A Tool for Detecting Dyslexia through Auditory Processing [#1349] |
| Alexandra Poole, Farhana Zulkernine and Catherine Aylward | |
| School of Computing, Queen's University, Canada | |
| 10:00AM | The Effects of Adjusting Task Difficulty on Learning Motor and Cognitive Aspects of A Multitasking Task [#1700] |
| Brittney English and Ayanna Howard | |
| Georgia Institute of Technology, United States |
Session CIEL2: Computational Intelligence and Ensemble Learning II
Wednesday, November 29, 10:45AM-12:45PM, Room: Honolulu 1 (Tapa Tower), Chair: P. N. Suganthan
| 10:45AM | Hierarchical Clustering of Ensemble Prediction Using LOOCV Predictable Horizon for Chaotic Time Series [#1520] |
| Shuichi Kurogi, Naoto Shimoda and Kazuya Matsuo | |
| Kyushu Institute of Technology, Japan | |
| 11:15AM | Wind Speed Forecasting Using Empirical Mode Decomposition and Regularized ELANFIS [#1589] |
| G n Pillai and K v Shihabudheen | |
| Indian Institute of Technology, Roorkee, India | |
| 11:45AM | Probabilistic Wind Power Forecasting: A Multi-Scheme Ensemble Technique With Gradual Coopetitive Soft Gating [#1626] |
| Andre Gensler and Bernhard Sick | |
| University of Kassel, Germany | |
| 12:15PM | Short-term Wind Power Ramp Forecasting with Empirical Mode Decomposition based Ensemble Learning Techniques [#1733] |
| Xueheng Qiu, Ye Ren, Ponnuthurai Nagaratnam Suganthan and Gehan A. J. Amaratunga | |
| Nanyang Technological University, Singapore; University of Cambridge, United Kingdom |
Session CIDM3: Learning in Nonstationary Environments
Wednesday, November 29, 10:45AM-12:45PM, Room: Honolulu 2 (Tapa Tower), Chair: Ashley Prater
| 10:45AM | On Ensemble Components Selection in Data Streams Scenario with Reoccurring Concept-Drift [#1654] |
| Piotr Duda, Maciej Jaworski and Leszek Rutkowski | |
| Czestochowa University of Technology, Poland | |
| 11:15AM | Fine Tuning Lasso in an Adversarial Environment Against Gradient Attacks [#1203] |
| Gregory Ditzler and Ashley Prater | |
| The University of Arizona, United States; Air Force Research Laboratory, United States | |
| 11:45AM | Detecting Changes in Sequences of Attributed Graphs [#1504] |
| Daniele Zambon, Lorenzo Livi and Cesare Alippi | |
| Universita della Svizzera italiana, Switzerland; University of Exeter, United Kingdom | |
| 12:15PM | Linear Supervised Transfer Learning for the Large Margin Nearest Neighbor Classifier [#1650] |
| Kolja Berger, Alexander Schulz, Benjamin Paassen and Barbara Hammer | |
| CITEC, Bielefeld University, Germany |
Session SIS5: Special Session: Swarm Intelligence for Robotics and Mechatronics
Wednesday, November 29, 10:45AM-12:45PM, Room: Honolulu 3 (Tapa Tower), Chair: Qirong Tang, Chaomin Luo and Ding Lu
| 10:45AM | Energy-Saving Decision Making for Aerial Swarms: PSO-based Navigation in Vector Fields [#1330] |
| Palina Bartashevich, Doreen Koerte and Sanaz Mostaghim | |
| Frau, Germany | |
| 11:15AM | On Static Control of Swarm Systems [#1595] |
| Lukas Tomaszek and Ivan Zelinka | |
| Department of Computer Science, VSB Technical University of Ostrava, Czech Republic | |
| 11:45AM | A Stigmergy Based Aggregation Method for Swarm Robotic System [#1667] |
| Qirong Tang, Lu Ding, Jiaying Li, Yuan Zhang and Fangchao Yu | |
| Laboratory of Robotics and Multibody System, School of Mechanical Engineering, Tongji University, China | |
| 12:15PM | Novel Physicomimetic Bio-inspired Algorithm for Search and Rescue Applications [#1701] |
| Rahul Rajan, Michael Otte and Donald Sofge | |
| Naval Research Lab, United States |
Session ADPRL5: Adaptive Dynamic Programming and Reinforcement Learning V
Wednesday, November 29, 10:45AM-12:45PM, Room: Tapa Ballroom 3, Chair: K. G. Vamvoudakis and Hamidreza Modares
| 10:45AM | Off-policy Reinforcement Learning for Distributed Output Synchronization of Linear Multi-agent Systems [#1071] |
| Bahare Kiumarsi and Frank Lewis | |
| University of Texas at Arlington Research Institute, United States | |
| 11:15AM | Distributed Control of Leader-follower Systems under Adversarial Inputs Using Reinforcement Learning [#1090] |
| Rohollah Moghadam, Qinglai Wei and Hamidreza Modares | |
| Missouri University of Science and Technology, United States; Institute of Automation, Chinese Academy of Sciences, China; Missouri University of Science and Technology, China | |
| 11:45AM | An Adaptive Spiking Neural Controller for Flapping Insect-scale Robots [#1323] |
| Taylor Clawson, Terrence Stewart, Chris Eliasmith and Silvia Ferrari | |
| Cornell University, United States; University of Waterloo, Canada | |
| 12:15PM | Active-Bayesian Learning for Cooperation Connectivity in Dynamic Cyber-Physical-Human Systems [#1224] |
| Kyriakos Tsoukalas, George Kontoudis and Kyriakos Vamvoudakis | |
| Virginia Tech, United States |
Session CICA2: Computational Intelligence in Control and Automation II
Wednesday, November 29, 10:45AM-12:45PM, Room: Iolani 3-4 (Tapa Tower), Chair: Jun Yoneyama and Jagendra Singh
| 10:45AM | Fuzzy Logic Hybrid Model with Semantic Filtering Approach for Pseudo Relevance Feedback-based Query Expansion [#1212] |
| Jagendra Singh, Mukesh Prasad, Yousef Awwad Daraghmi, Prayag Tiwari, Pranay Yadav, Neha Bharill, Mahardhika Pratama and Amit Saxena | |
| National Institute of Technology, India; University of Technology Sydney, Australia; Palestine Technical University, Palestine; University of Padua, Italy; Rajiv Gandhi Proudyogiki Vishwavidyalaya, India; Indian Institute of Technology Indore, India; Nanyang Technological University, Singapore; Guru Ghasidas University, India | |
| 11:15AM | Fuzzy Clustering based Modelling and Adaptive Controlling of a Flapping Wing Micro Air Vehicle [#1274] |
| Md Meftahul Ferdaus, Sreenatha G. Anavatti, Matthew A. Garratt and Mahardhika Pratama | |
| UNSW Canberra at ADFA, Australia; School of Computer Science and Engineering, Nanyang Technological University, Singapore | |
| 11:45AM | Control Design of Nonlinear Networked Control Systems via Takagi-Sugeno Fuzzy Model [#1354] |
| Jun Yoneyama | |
| Aoyama Gakuin University, Japan |
Session CIES5: Computational Intelligence for Engineering Solutions V
Wednesday, November 29, 10:45AM-12:45PM, Room: Nautilus (Kalia Tower), Chair: Liam Comerford
| 10:45AM | Multi-Objective Knowledge-Based Strategy for Process Parameter Optimization in Micro-Fluidic Chip Production [#1216] |
| Alexandru-Ciprian Zavoianu, Edwin Lughofer, Robert Pollak, Pauline Meyer-Heye, Christian Eitzinger and Thomas Radauer | |
| Johannes Kepler University Linz, Austria; Profactor GmbH, Austria; Stratec Consumables, Austria | |
| 11:15AM | Revealing Properties of Structural Materials by Combining Regression-based Algorithms and Nano Indentation Measurements [#1332] |
| Sebastian Huhn, Heike Sonnenberg, Stephan Eggersgluss, Brigitte Clausen and Rolf Drechsler | |
| Institute of Computer Science, University of Bremen, Germany; Foundation Institute of Materials Science, University of Bremen, Germany | |
| 11:45AM | Public Private Partnership: A Design Issue [#1640] |
| Qingbin Cui, Xinyuan Zhu and Alex D'Alessio | |
| University of Maryland, United States; Boeing Company, United States | |
| 12:15PM | Seabed Sediment Classification of Side-scan Sonar Data Using Convolutional Neural Networks [#1410] |
| Tim Berthold, Artem Leichter, Bodo Rosenhahn, Volker Berkhahn and Jennifer Valerius | |
| Institute for Risk and Reliability, Leibniz University of Hanover, Germany; Institute for Information Processing, Leibniz University of Hanover, Germany; Federal Maritime and Hydrographic Agency, Germany |
Session CIASG5: Computational Intelligence Applications in Smart Grid V
Wednesday, November 29, 10:45AM-12:45PM, Room: Lehua (Kalia Tower), Chair: Michael Mylrea
| 10:45AM | Fault Tolerant Fusion of Office Sensor Data using Cartesian Genetic Programming [#1067] |
| Peter Bentley and Soo Ling Lim | |
| University College London, United Kingdom | |
| 11:15AM | Anomaly Detection in Smart Grids with Imbalanced Data Methods [#1678] |
| Christian Promper, Engel Dominik and Green Robert | |
| Salzburg University of Applied Sciences, Austria; Bowling Green State University, United States | |
| 11:45AM | An Introduction to Buildings Cybersecurity Framework (BCF) [#1426] |
| Michael Mylrea, Sri Nikhil Gupta Gourisetti and Andrew Nicholls | |
| Pacific Northwest National Laboratory, United States | |
| 12:15PM | Multi-Scenario Use Case based Demonstration of Buildings Cybersecurity Framework Webtool [#1442] |
| Sri Nikhil Gupta Gourisetti, Michael Mylrea, Easton Gervais and Sraddhanjoli Bhadra | |
| Pacific Northwest National Laboratory, United States |
Session CCMB2: Computational Intelligence, Cognitive Algorithms, Mind, and Brain II
Wednesday, November 29, 10:45AM-12:45PM, Room: Kahili (Kalia Tower), Chair: Alessandro Di Nuovo
| 10:45AM | Neuro-Energetic Aspects of Cognition - The Role of Pulse-Wave-Pulse Conversion in the Interpretation of Brain Imaging Data [#1772] |
| Raymond Noack, Joshua Davis, Chetan Manjesh and Robert Kozma | |
| UMass Amherst, MA, United States; Embassy of Peace, New Zealand | |
| 11:15AM | Chunking Mechanisms for a Self Improving Associative Memory Model [#1396] |
| Peter Kimani Mungai and Runhe Huang | |
| Hosei University, Japan | |
| 11:45AM | EEG Analysis for Short Term Memory Modeling in Visually Explored Shape Recognition Tasks [#1564] |
| Lidia Ghosh, Amit Konar, Pratyusha Rakshit, Anca L. Ralescu and Atulya K. Nagar | |
| Jadavpur University, India; University of Cincinnati, United States; Liverpool Hope University, United Kingdom | |
| 12:15PM | Mutual Information Maximization for Improving and Interpreting Multi-Layered Neural Network [#1335] |
| Ryotaro Kamimura | |
| Tokai University, Japan |
Session CIR2AT2: Computational Intelligence in Robotic Rehabilitation and Assistive Technologies II
Wednesday, November 29, 10:45AM-12:45PM, Room: Hibiscus 1 (Kalia Tower), Chair: Seongjoo Shin
| 10:45AM | Synergistic Fibroblast Optimization Based Improved Reinforcement Learning For Intelligent Assistive Device [#1226] |
| Subashini Parthasarathy, Dhivyaprabha Thookanayakanpalayam Thyagarajan, Krishnaveni Marimuthu and Vedha Viyas Gopalakrishnan | |
| Avinashilingam Institute for Home Science and Higher Education for Women, India; Kumaraguru College of Technology, India | |
| 11:15AM | Using Machine Learning Based on Eye Gaze to Predict Targets: An Exploratory Study [#1380] |
| Javier Leonardo Castellanos Cruz, Maria Fernanda Gomez Medina and Kimberley Dawn Adams | |
| University of Alberta, Canada | |
| 11:45AM | Does Appearance Matter? Validating Engagement in Therapy Protocols with Socially Interactive Humanoid Robots [#1556] |
| Breanna Lee, Jin Xu and Ayanna Howard | |
| Louisiana State University, United States; Georgia Institute of Technology, United States | |
| 12:15PM | Accident Prediction Based on Motion Data for Perception-Assist with a Power-Assist Robot [#1717] |
| Kazuo Kiguchi and Ryosuke Matsuo | |
| Kyushu University, Japan; University of Tokyo, Japan |
Session CIDM4: Feature selection and data mining
Wednesday, November 29, 2:00PM-4:00PM, Room: Honolulu 2 (Tapa Tower), Chair: Maciej Jaworski
| 2:00PM | Clustering of Time Series using Hybrid Symbolic Aggregate Approximation [#1098] |
| Keiichi Tamura and Takumi Ichimura | |
| Hiroshima City University, Japan; Prefecture University of Hiroshima, Japan | |
| 2:30PM | Speeding Up Joint Mutual Information Feature Selection with an Optimization Heuristic [#1200] |
| Heng Liu and Gregory Ditzler | |
| The University of Arizona, United States | |
| 3:00PM | Evaluation of Latent Dirichlet Allocation for Document Organization in Different Levels of Semantic Complexity [#1222] |
| Roberta Akemi Sinoara, Ricardo Brigato Scheicher and Solange Oliveira Rezende | |
| Universidade de Sao Paulo, Brazil | |
| 3:30PM | Proposal of l-Diversity Algorithm Considering Distance between Sensitive Attribute Values [#1279] |
| Keiichiro Oishi, Yuichi Sei, Yasuyuki Tahara and Akihiko Ohsuga | |
| The University of Electro-Communications, Japan |
Plenary Talk P1-ALIFE: Life as an Emergent Phenomenon: Studies From Large-Scale Boid Simulation and Web Data
Wednesday, November 29, 2:00PM-3:00PM, Room: Honolulu 3 (Tapa Tower), Speaker: Takashi Ikegami
Session ADPRL6: Adaptive Dynamic Programming and Reinforcement Learning VI
Wednesday, November 29, 2:00PM-4:00PM, Room: Tapa Ballroom 3, Chair: Hao Xu and Avimanyu Sahoo
| 2:00PM | Containment Control of Heterogeneous Systems with Active Leaders of Bounded Unknown Control using Reinforcement Learning [#1471] |
| Yongliang Yang, Ruizhuo Song, Yixin Yin, Donald Wunsch and Hamidreza Modares | |
| University of Science and Technology Beijing, China; Missouri University of Science and Technology, United States | |
| 2:30PM | Optimal Sampling and Regulation of Uncertain Interconnected Linear Continuous Time Systems [#1434] |
| Avimanyu Sahoo, Vignesh Narayanan and Jagannathan Sarangapani | |
| Oklahoma State University, United States; Missouri University of Science and Technology, United States | |
| 3:00PM | A Biologically-Inspired Intelligent Controller for Distributed Velocity Control of Multiple Electro-Hydraulic Servo-Systems [#1438] |
| Mohammad Jafari and Hao Xu | |
| Department of Electrical and Biomedical Engineering, University of Nevada, Reno, United States | |
| 3:30PM | Optimal Self-Triggered Control and Network Co- design for Networked Multi-Agent System via Adaptive Dynamic Programming [#1581] |
| Sanket Lokhande and Hao Xu | |
| University of Nevada, Reno, United States |
Session CICA3: Computational Intelligence in Control and Automation III
Wednesday, November 29, 2:00PM-4:00PM, Room: Iolani 3-4 (Tapa Tower), Chair: Chris Macnab and Peter Bentley
| 2:00PM | Achieving Robust Adaptive CMAC Control by Overlayering Basis Functions [#1010] |
| Chris Macnab | |
| University of Calgary, Canada | |
| 2:30PM | Autonomous Navigation and Landing of Airliners Using Artificial Neural Networks and Learning by Imitation [#1195] |
| Haitham Baomar and Peter Bentley | |
| University College London, United Kingdom | |
| 3:00PM | The Context-Aware Learning Model: reward-based and experience-based Logistic Regression Backpropagation [#1706] |
| Joohee Suh and Dean Hougen | |
| University of Oklahoma, United States | |
| 3:30PM | Stochastic Synapse Reinforcement Learning (SSRL) [#1737] |
| Syed Naveed Hussain Shah and Dean Frederick Hougen | |
| University of Oklahoma, United States |
Session CIES6: Computational Intelligence for Engineering Solutions VI
Wednesday, November 29, 2:00PM-4:00PM, Room: Nautilus (Kalia Tower), Chair: Michael Beer
| 2:00PM | Concise Iterative Algorithms On the State Feedback Form for Model Predictive Control and Stability Analysis of Regime Switching Systems [#1441] |
| Yipeng Yang and Neal Nesbitt | |
| University of Houston - Clear Lake, United States | |
| 2:30PM | Cyber Civil Infrastructure and IoT for Cities [#1046] |
| Alberto Costa, Marco Proverbio and Ian Smith | |
| National University of Singapore and ETH-Zurich, Future Resilient Systems, Singapore; ETH-Zurich, Future Cities Laboratory, Singapore; EPFL, Swiss Federal Institute of Technology, Switzerland | |
| 3:00PM | Total Optimization of a Smart City by Multi-Population Differential Evolutionary Particle Swarm Optimization. [#1119] |
| Mayuko Sato and Yoshikazu Fukuyama | |
| Meiji University, Japan | |
| 3:30PM | Smart City Digital Twins [#1751] |
| Neda Mohammadi and John E. Taylor | |
| Georgia Institute of Technology, United States |
Session CIVTS1: Special Session: Advances in Intelligent Systems and Algorithms for Autonomous Driving and its Applications
Wednesday, November 29, 2:00PM-4:00PM, Room: Lehua (Kalia Tower), Chair: Mahmoud Abou Nasr and Weiwei Zhang
| 2:00PM | Design of an Intelligent Driving System Simulation Platform and Its Application [#1175] |
| Wei Zhou, Lin Yang, Jingni Yuan, Tianxing Ying, Yang Yang and Mao Du | |
| School of Mechanical Engineering,Shanghai Jiao Tong University, China | |
| 2:30PM | Improved Search Paths for Camera-Equipped UAVs in Wilderness Search and Rescue [#1278] |
| Michael Pelosi and Michael Brown | |
| East Central University, United States; University of Maryland University College, United States | |
| 3:00PM | Driver Yawning Detection based on Long Short Term Memory Networks [#1623] |
| Weiwei Zhang and Jinya Su | |
| Shanghai University of Engineering Science, China | |
| 3:30PM | Obstacle Detection in Outdoor Scenes based on Multi-Valued Stereo Disparity Maps [#1306] |
| Qian Ge and Edgar Lobaton | |
| North Carolina State University, United States |
Session CCMB3: Computational Intelligence, Cognitive Algorithms, Mind, and Brain III
Wednesday, November 29, 2:00PM-4:00PM, Room: Kahili (Kalia Tower), Chair: Angelo Cangelosi
| 2:00PM | A Biologically Inspired Deep Neural Network of Basal Ganglia Switching in Working Memory Tasks [#1656] |
| Nadine Hajj and Mariette Awad | |
| American University of Beirut, Lebanon | |
| 2:30PM | Parallalizable Deep Self-Organizing Maps for Image Classification [#1756] |
| Chathurika Wickramasinghe, Kasun Amarasinghe and Milos Manic | |
| Virginia Commonwealth University, United States | |
| 3:00PM | An Embodied Model for Handwritten Digits Recognition in a Cognitive Robot [#1505] |
| Alessandro Di Nuovo | |
| Sheffield Hallam University, Great Britain | |
| 3:30PM | Amplitude-Phase Relationship of Brain Dynamics Viewed by ECoG using FIR-Based Hilbert Analysis [#1435] |
| Joshua J.J. Davis and Robert Kozma | |
| Embassy of Peace Whitianga, New Zealand; U of Memphis, United States |
Session CIMSIVP1: Computational Intelligence for Multimedia, Signal and Vision Processing I
Wednesday, November 29, 2:00PM-4:00PM, Room: Hibiscus 1 (Kalia Tower), Chair: Salim Bouzerdoum and Brijesh Verma
| 2:00PM | Rank Level Fusion for Kinect Gait and Face Biometric Identification [#1011] |
| Md Wasiur Rahman, Fatema Tuz Zohra and Marina Gavrilova | |
| University of Calgary, Canada | |
| 2:30PM | Coarse-to-Fine Foraminifera Image Segmentation through 3D and Deep Features [#1292] |
| Qian Ge, Boxuan Zhong, Bhargav Kanakiya, Ritayan Mitra, Thomas Marchitto and Edgar Lobaton | |
| North Carolina State University, United States; University of Colorado Boulder, United States | |
| 3:00PM | Optimization of Convolutional Neural Network Parameters for Image Classification [#1614] |
| Toshi Sinha, Brijesh Verma and Ali Haidar | |
| Central Queensland University, Australia | |
| 3:30PM | Classification of the Estrous Cycle through Texture and Shape Features [#1693] |
| Leonardo Delgado, Gerardo Hernandez, Erik Zamora, Humberto Sossa, Aldrin Barreto, Francisco Ramos and Rosalina Reyes | |
| Benemerita Universidad Autonoma de Puebla, Mexico; Instituto Politecnico Nacional, Mexico |
Session ALIFE2: IEEE Artificial Life II
Wednesday, November 29, 3:00PM-4:30PM, Room: Honolulu 3 (Tapa Tower), Chair: Hiroki Sayama
| 3:00PM | When the Selfish Herd is too Crowded to Enter [#1347] |
| Wen-Chi Yang | |
| Henan Institute of Technology, China | |
| 3:30PM | Automatically Evolving a General Controller for Robot Swarms [#1703] |
| John Ericksen, Melanie Moses and Stephanie Forrest | |
| UNM Computer Science, United States; Santa Fe Institute, United States | |
| 4:00PM | Models of Adaptive Navigation, Inspired by Ant Cooperative Transport in the Presence of Obstacles [#1171] |
| Elizabeth E. Esterly, Helen McCreery and Radhika Nagpal | |
| University of New Mexico, United States; Michigan State University, United States; Harvard University, United States | |
| 4:15PM | Evolving Morphological Robustness in Swarm Robotics [#1491] |
| Geoff Nitschke and Ruben Putter | |
| University of Cape Town, South Africa |
Tutorial T11: Type-2 Fuzzy Sets And Systems
Thursday, November 30, 8:30AM-10:30AM, Room: Honolulu 1 (Tapa Tower), Instructor: Jon Garibaldi
Plenary Talk P-SIS: Evolving Intelligence: Beyond Algorithms
Thursday, November 30, 8:30AM-9:30AM, Room: Honolulu 3 (Tapa Tower), Speaker: Russell C. Eberhart
Session IC: Workshop on Immune Computation
Thursday, November 30, 8:30AM-10:30AM, Room: Tapa Ballroom 1, Chair: Wenjian Luo and Licheng Jiao
| 8:30AM | Large-Scale Data Clustering Algorithm Based on Quantum Immune Regulation Network [#1555] |
| Yangyang Li, Xiaoyu Bai, Xiaoju Hou and Licheng Jiao | |
| Xidian University, China | |
| 9:00AM | Multi-objective artificial immune algorithm for fuzzy clustering based on multiple kernels [#1512] |
| Ronghua Shang, Weitong Zhang, Feng Li, Licheng Jiao and Rustam Stolkin | |
| Xidian University, China; University of Birmingham, United Kingdom | |
| 9:30AM | Negative Selection Based Anomaly Detector for Multimodal Health Data [#1646] |
| Drew Levin, Melanie Moses, Tatiana Flanagan, Stephanie Forrest and Patrick Finley | |
| Sandia National Laboratories, United States; University of New Mexico, United States; Arizona State University, United States | |
| 10:00AM | MiGHT, a multi-level Gillespie hybrid tracked modeling framework which allows for cellular and environmental adaptivity [#1531] |
| Justin Melunis and Uri Hershberg | |
| Drexel University, United States |
Session CICA4: Computational Intelligence in Control and Automation IV
Thursday, November 30, 8:30AM-10:30AM, Room: Iolani 3-4 (Tapa Tower), Chair: Chris Macnab and Peter Bentley
| 8:30AM | Using CMAC for Adaptive Nonlinear MPC and Optimal Setpoint Identification of an Activated Sludge Process [#1106] |
| Chris Macnab and Mahsa Sadeghassadi | |
| Unviersity of Calgary, Canada; University of Calgary, Canada | |
| 9:00AM | Altitude Identification and Intelligent Control of a Flapping Wing Micro Aerial Vehicle using Modified Generalized Regression Neural Networks [#1244] |
| Ahmad Jobran Al-Mahasneh, Sreenatha G Anavatti and Matthew A Garratt | |
| School of Engineering and Information Technology University of New South Wales at the Australian Defense Force Academy, Canberra, ACT 2612, Australia, Australia | |
| 9:30AM | Generalizing Piecewise Affine System Identification to Local Model Networks [#1301] |
| Tobias Muenker and Oliver Nelles | |
| University of Siegen, Germany | |
| 10:00AM | Staged-adaptive data clustering in fuzzy min-max neural network [#1048] |
| Yanjuan Ma, Jinhai Liu, Tailin Li and Lu Danyu Lu | |
| Northeastern University, China; Shenyang highlight technology Co.Ltd, China |
Session CIVTS2: Special Session: Data Representation for Learning Vehicle Intelligence
Thursday, November 30, 8:30AM-10:30AM, Room: Nautilus (Kalia Tower), Chair: Xian Wei
| 8:30AM | Traffic Sign Recognition with Transfer Learning [#1605] |
| Xishuai Peng, Yuanxiang Li, Xian Wei, Jianhua Luo and Yi Lu Murphey | |
| Shanghai Jiao Tong University, China; University of Michigan-Dearborn, United States | |
| 9:00AM | An SVM Parameter Learning Algorithm Scalable on Large Data Size for Driver Fatigue Detection [#1679] |
| Yongquan Xie, Chengqi Bian, Yi Murphey and Dev Kochhar | |
| University of Michigan-Dearborn, United States; Ford Motor Company, United States | |
| 9:30AM | Context Based Pedestrian Intention Prediction using Factored Latent Dynamic Conditional Random Fields [#1276] |
| Satyajit Neogi, Michael Hoy, Weng Chaoqun and Justin Dauwels | |
| Nanyang Technological University, Singapore | |
| 10:00AM | CNN Transfer Learning for Robust Face Recognition in NAO Humanoid Robot [#1636] |
| Daniel Bussey, Alex Glandon, Lasitha Vidyaratne, Mahbubul Alam and Khan Iftekharuddin | |
| Embry-Riddle Aeronautical University, United States; Old Dominion University, United States |
Session SDE1: Symposium on Differential Evolution I
Thursday, November 30, 8:30AM-10:30AM, Room: Lehua (Kalia Tower), Chair: Petr Bujok
| 8:30AM | Niching Community Based Differential Evolution for Multimodal Optimization Problems [#1027] |
| Ting Huang, Zhi-Hui Zhan, Xing-dong Jia, Hua-qiang Yuan, Jing-qing Jiang and Jun Zhang | |
| South China University of Technology, China; Shenzhen Polytechnic, China; Dongguan University of Technology, China; Inner Mongolia University for Nationalities, China | |
| 9:00AM | Performance Comparison of Differential Evolution Driving Analytic Programming for Regression [#1742] |
| Roman Senkerik, Adam Viktorin, Michal Pluhacek, Tomas Kadavy and Zuzana Oplatkova | |
| Tomas Bata University in Zlin, Czech Republic | |
| 9:30AM | Enhancing Discrete Differential Evolution by Conducting Election [#1124] |
| Sedigheh Mahdavi and Shahryar Rahnamayan | |
| University of Ontario Institute of Technology (UOIT), Canada | |
| 10:00AM | Influence of Control Parameters Adaptation on Spread of Positive Genomes Within Populations of Selected Differential Evolution Algorithms [#1443] |
| Lenka Skanderova | |
| Department of Computer Science, Faculty of Electrical Engineering and Computer Science, VSB - Technical University of Ostrava, Czech Republic |
Session MBEA1: Model Based Evolutionary Algorithms I
Thursday, November 30, 8:30AM-10:30AM, Room: Kahili (Kalia Tower), Chair: Jose Lozano
| 8:30AM | A study on Estimation of Distribution Algorithm based on a Partial Differential Equation Model [#1144] |
| Satoru Iwasaki and Toshiharu Hatanaka | |
| Osaka University, Japan | |
| 9:00AM | A Proportion-Based Selection Scheme for Multi-objective Optimization [#1489] |
| Liuwei Fu, Juan Zou, Shengxiang Yang, Gan Ruan, Jinhua Zheng and Zhongwei Ma | |
| School of Information Engineering, Xiangtan University, China; School of Computer Science and Informatics De Montfort University, China; School of Information Science and Engineering Central South University, China | |
| 9:30AM | Surrogate Modeling and Knowledge Extraction in GA applied to a Parameters Estimation Case [#1277] |
| Israel Cruz-Vega, Omar Sandre, Jose de Jesus Rangel-Magdaleno, Juan Manuel Ramirez-Cortes and Roberto Morales-Caporal | |
| CONACYT-INAOE, Mexico; INAOE - Electronica, Mexico; Technological Institute of Apizaco, Mexico | |
| 10:00AM | Comparisons of Different Kernels in Kriging-Assisted Evolutionary Expensive Optimization [#1515] |
| Tian Jie, Tan Ying, Sun Chaoli, Zeng Jianchao, Yu Haibo and Jin Yaochu | |
| Taiyuan University of Science and Technology, China; North University of China, China; University of Surrey, England |
Session CISND1: Computational Intelligence in Scheduling and Network Design I
Thursday, November 30, 8:30AM-10:30AM, Room: Hibiscus 1 (Kalia Tower), Chair: Ling Wang
| 8:30AM | A Discrete Teaching-Learning-Based Optimisation Algorithm for Hybrid Flowshop Scheduling Problem with Peak Power Consumption Constraints [#1570] |
| Jingnan Shen, Ling Wang and Jingjing Wang | |
| Department of Automation, Tsinghua University, China | |
| 9:00AM | Optimizing Different Parameters of a Discrete Firefly Algorithm for Solving the Permutation Flow Shop Problem [#1150] |
| Joel Schmid, Laura Kieser, Thomas Hanne and Rolf Dornberger | |
| University of Applied Sciences and Arts Northwestern Switzerland, Switzerland | |
| 9:30AM | A Cooperative Algorithm for Energy-efficient Scheduling of Distributed No-wait Flowshop [#1251] |
| Jingjing Wang, Ling Wang, Chuge Wu and Jingnan Shen | |
| Department of Automation, Tsinghua University, China | |
| 10:00AM | Practical Train Crew Scheduling Using Improved Tabu Search [#1602] |
| Kokubo Tatsuya, Kawaguchi Shuhei and Yoshikazu Fukuyama | |
| Meiji University, Japan |
Session SIS6: Special Session: Swarm based algorithms, complex systems and applications I
Thursday, November 30, 9:30AM-10:30AM, Room: Honolulu 3 (Tapa Tower), Chair: Kromer Pavel
| 9:30AM | Population Mechanics and Cultural Algorithms in the Development of a Cultural Engine [#1365] |
| Leonard Kinniard-Heether and Robert Reynolds | |
| Wayne State University, United States | |
| 10:00AM | Network Measures and Evaluation of Traveling Salesman Instance Hardness [#1642] |
| Kromer Pavel, Platos Jan and Kudelka Milos | |
| VSB - Technical University of Ostrava, Czech Republic |
Plenary Talk P-FASLIP: The Framework of Learning in the Model Space and its Applications
Thursday, November 30, 10:45AM-11:45AM, Room: Honolulu 1 (Tapa Tower), Speaker: Huanhuan Chen
Session CIDM5: Evolutionary Computation
Thursday, November 30, 10:45AM-12:45PM, Room: Honolulu 2 (Tapa Tower), Chair: Gregory Ditzler
| 10:45AM | A Parallel Genetic Algorithm with Region Division Strategy to Solve Taxi-Passenger Matching Problem [#1182] |
| Liu Yi-Wen, Zhang Xin-Yuan, Gong Yue-Jiao, Chen Wei-Neng and Zhang Jun | |
| South China University of Technology, China | |
| 11:15AM | Multi-Objective Evolution of Machine Learning Workflows [#1648] |
| Tomas Kren, Martin Pilat and Roman Neruda | |
| Charles University, Faculty of Mathematics and Physics, Czech Republic; Institute of Computer Science, Czech Academy of Sciences, Czech Republic | |
| 11:45AM | AIRS-GA: A Hybrid Deterministic Classifier Based on Artificial Immune Recognition System and Genetic Algorithm [#1255] |
| Ilyes Jenhani and Zied Elouedi | |
| Prince Mohamed Bin Fahd University, Saudi Arabia; Larodec, ISG Tunis, Tunisia | |
| 12:15PM | A Memetic Algorithm for community detection by maximising the Connected Cohesion [#1713] |
| Mohammad Nazmul Haque, Luke Mathieson and Pablo Moscato | |
| University of Newcastle, Australia; University of Technology Sydney, Australia |
Session SIS7: Special Session: Swarm based algorithms, complex systems and applications II
Thursday, November 30, 10:45AM-12:45PM, Room: Honolulu 3 (Tapa Tower), Chair: Roman Senkerik
| 10:45AM | Deep Swarm: Nested Particle Swarm Optimizatiom [#1199] |
| Russell Eberhart, Doyle Groves and Joshua Woodward | |
| Consultant, United States; Proofpoint Inc., United States; Indiana Univ. Purdue Univ. Indianapolis, United States | |
| 11:15AM | Modeling Time-Sensitive Swarm Dynamics [#1035] |
| Hideyasu Sasaki | |
| National Institute of Information and Communications Technology, Japan | |
| 11:45AM | How Chaotic Sequences and Generator Sequencing Affect the Particle Trajectory in PSO [#1734] |
| Michal Pluhacek, Roman Senkerik, Adam Viktorin and Tomas Kadavy | |
| Tomas Bata University in Zlin, Czech Republic | |
| 12:15PM | Partial Population Restart of Firefly Algorithm Using Complex Network Analysis [#1730] |
| Tomas Kadavy, Michal Pluhacek, Adam Viktorin and Roman Senkerik | |
| Tomas Bata University in Zlin, Faculty of Applied Informatics, Czech Republic |
Session MCDM1: Computational Intelligence in Multicriteria Decision-Making I
Thursday, November 30, 10:45AM-12:45PM, Room: Tapa Ballroom 1, Chair: Marde Helbig
| 10:45AM | A Surrogate-assisted Memetic Algorithm for Interval Multi-objective Optimization [#1286] |
| Jing Sun, Zhuang Miao and Dunwei Gong | |
| HuaiHai Institute of Technology, China; China University of Mining and Technology, China | |
| 11:15AM | Adaptive Weight Vector Assignment Method for MOEA/D [#1355] |
| Kei Harada, Satoru Hiwa and Tomoyuki Hiroyasu | |
| Doshisha University, Japan | |
| 11:45AM | Nondominated Sorting based on Sum of Objectives [#1243] |
| Vikas Palakonda, Trinadh Pamulapati, Rammohan Mallipeddi, Partha P. Biswas and Kalyana Chakravarthy Veluvolu | |
| Kyungpook National University, Korea (South); Nanyang Technological University, Singapore | |
| 12:15PM | A Differential Evolution Algorithm for Dynamic Multi-Objective Optimization [#1218] |
| Adekunle Rotimi Adekoya and Marde Helbig | |
| University of Pretoria, South Africa |
Session CICA5: Computational Intelligence in Control and Automation V
Thursday, November 30, 10:45AM-12:45PM, Room: Iolani 3-4 (Tapa Tower), Chair: Weiqun Wang and Julian Belz
| 10:45AM | Normalized L1 Regularization for Axis-Oblique Tree Construction Algorithms [#1163] |
| Julian Belz and Oliver Nelles | |
| University of Siegen, Germany | |
| 11:15AM | Identification of nonlinear dynamical systems by means of complex-valued fuzzy-neural multi-model [#1167] |
| Mario Maya and Ieroham Baruch | |
| Centro de Investigacion y Estudios Avanzados del Instituto Politecnico Nacional, Mexico | |
| 11:45AM | MIMO Hammerstein System Identification using LS-SVM and Steady State Time Response [#1210] |
| Ricardo Castro-Garcia, Oscar Mauricio Agudelo and Johan A. K. Suykens | |
| KU Leuven, Belgium | |
| 12:15PM | B-Spline Neural Network and Chaotic Harmony Search Applied to Yo-yo Motion System Identification [#1250] |
| Rafael B. Grebogi, Roberto Z. Freire, Viviana C. Mariani and Leandro dos S. Coelho | |
| Federal Institute of Santa Catarina, Brazil; Pontifical Catholic University of Parana - PUCPR, Brazil |
Session CIVTS3: Special Session: Computational Intelligence in Intelligent Transport Systems
Thursday, November 30, 10:45AM-12:45PM, Room: Nautilus (Kalia Tower), Chair: Enrique Dominguez
| 10:45AM | Merging and Splitting Maneuver of Platoons by Means of a novel PID Controller [#1134] |
| Soumya Dasgupta, Varunkumar Raghuraman, Apratim Choudhury, Nagacharan Teja Tangirala and Justin Dauwels | |
| Nanyang Technological University, Singapore | |
| 11:15AM | Analysis and Prediction of the Queue Length for Non-Recurring Road Incidents. [#1201] |
| Banishree Ghosh, Justin Dauwels and Ulrich Fastenrath | |
| Nanyang Technological University, Singapore; BMW Group, Germany | |
| 11:45AM | Estimation of Travel Time from Taxi GPS Data [#1265] |
| Kelvin Lee, Anatolii Prokhorchuk, Justin Dauwels and Patrick Jaillet | |
| NANYANG TECHNOLOGICAL UNIVERSITY, Singapore; Nanyang Technological University, Singapore; Massachusetts Institute of Technology, United States | |
| 12:15PM | A Data Driven Hybrid Heuristic for the Dial-A-Ride Problem with Time Windows [#1659] |
| Slim Belhaiza | |
| Department of Mathematics and Statistics, King Fahd University of Petroleum and Minerals, KSA, Saudi Arabia |
Session SDE2: Symposium on Differential Evolution II
Thursday, November 30, 10:45AM-12:45PM, Room: Lehua (Kalia Tower), Chair: Radka Polakova
| 10:45AM | Adaptive Differential Evolution vs. Nature-Inspired Algorithms: An Experimental Comparison [#1113] |
| Petr Bujok, Josef Tvrdik and Radka Polakova | |
| University of Ostrava, Czech Republic | |
| 11:15AM | Distance Based Parameter Adaptation for Differential Evolution [#1256] |
| Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy and Ales Zamuda | |
| Tomas Bata University in Zlin, Czech Republic; University of Maribor, Slovenia | |
| 11:45AM | Differential Evolution with Self-adaptive Mutation Scaling Factor [#1319] |
| Hanan Hiba, Sedigheh Mahdavi and Shahryar Rahnamayan | |
| Department of Electrical, Computer, and Software Engineering University of Ontario Institute of Technology (UOIT), Canada | |
| 12:15PM | Adaptation of Population Size According to Current Population Diversity in Differential Evolution [#1191] |
| Radka Polakova, Josef Tvrdik and Petr Bujok | |
| University of Ostrava, Czech Republic |
Session MBEA2: Model Based Evolutionary Algorithms II
Thursday, November 30, 10:45AM-12:45PM, Room: Kahili (Kalia Tower), Chair: Simon Lucas and Yaochu Jin
| 10:45AM | Efficient Noisy Optimisation with the Multi-Sample and Sliding Window Compact Genetic Algorithms [#1606] |
| Simon M. Lucas, Jialin Liu and Diego Perez-Liebana | |
| Queen Mary University of London, United Kingdom; University of Essex, United Kingdom | |
| 11:15AM | Polynomial-Chaos-Kriging-Assisted Efficient Global Optimization [#1072] |
| Pramudita Palar and Koji Shimoyama | |
| Tohoku University, Japan | |
| 11:45AM | Surrogate Modeling a Computational Fluid Dynamics-based Wind Turbine Wake Simulation using Machine Learning [#1096] |
| Brett Wilson, Michael Mayo and Sarah Wakes | |
| University of Waikato, New Zealand; University of Otago, New Zealand |
Session CISND2: Computational Intelligence in Scheduling and Network Design II
Thursday, November 30, 10:45AM-12:45PM, Room: Hibiscus 1 (Kalia Tower), Chair: Ruibin Bai
| 10:45AM | Variable Length Encoded Genetic Algorithm for Optimal Electrical Distribution Network Routing [#1318] |
| James R. E. Fletcher, Mark Reynolds, Tyrone Fernando, Herbert. H. C. Iu and Shervin Fani | |
| University of Western Australia, Australia; Western Power, Australia | |
| 11:15AM | Fuzzy C-Means-based Scenario Bundling for Stochastic Service Network Design [#1181] |
| Xiaoping Jiang, Ruibin Bai, Dario Landa-Silva and Uwe Aickelin | |
| University of Nottingham Ningbo China, China; University of Nottingham, United Kingdom | |
| 11:45AM | Improved Benders Decomposition for Capacitated Hub Location Problem with Incomplete Hub Networks [#1621] |
| Xu Yifan, Dai Weibin, Sun Xiaoqian and Wandelt Sebastian | |
| Beihang University, China | |
| 12:15PM | General Contraction Method for Uncapacitated Single Allocation p-hub Median Problems [#1585] |
| Weibin Dai, Zhang Jun, Xiaoqian Sun and Sebastian Wandelt | |
| Beihang University, China |
Session FASLIP1: Computational Intelligence in Feature Analysis, Selection, and Learning in Image and Pattern Recognition I
Thursday, November 30, 11:45AM-12:45PM, Room: Honolulu 1 (Tapa Tower), Chair: Mengjie Zhang and Ashley Prater
| 11:45AM | Classification via Tensor Decompositions of Echo State Networks [#1270] |
| Ashley Prater | |
| Air Force Research Laboratory, United States | |
| 12:15PM | A Differential Evolution Based Feature Selection Approach Using An Improved Filter Criterion [#1553] |
| Emrah Hancer, Bing Xue and Mengjie Zhang | |
| Mehmet Akif Ersoy University, Turkey; Victoria University of Wellington, New Zealand |
Session FASLIP2: Computational Intelligence in Feature Analysis, Selection, and Learning in Image and Pattern Recognition II
Thursday, November 30, 2:00PM-4:00PM, Room: Honolulu 1 (Tapa Tower), Chair: Tomoyuki Hiroyasu and Edoardo Patelli
| 2:00PM | Sparse Feature Selection Method by Pareto-front Exploration -Extraction of functional brain network and ROI for fMRI data- [#1453] |
| Tomoyuki Hiroyasu, Yuuki Kohri and Satoru Hiwa | |
| Doshisha University, Japan | |
| 2:30PM | Uncertainty Quantification Methods for Neural Networks Pattern Recognition [#1309] |
| Silvia Tolo, T.V. Santhosh, Gopika Vinod, Oparaji Uchenna and Edoardo Patelli | |
| University of Liverpool, United Kingdom; Bhabha Atomic Research Centre, India | |
| 3:00PM | Robust and Sparse Kernel PCA and its Outlier Map [#1017] |
| Kunzhe Wang and Huaitie Xiao | |
| National University of Defense Technology, China | |
| 3:30PM | Dependence structure of Gabor wavelet for face recognition [#1008] |
| Li Chaorong, Xue Yu and Huang Yuanyuan | |
| University of Electronic Science and Technology of China, China; Nanjing University of Information Science and Technology, China |
Session CIDM6: Special Session – Mining the sky: knowledge discovery in big and complex astronomical data sets and data streams
Thursday, November 30, 2:00PM-4:00PM, Room: Honolulu 2 (Tapa Tower), Chair: E. Merényi, G. Djorgovski, G. Longo and K. Polsterer
| 2:00PM | Photometric Redshift Estimation: An Active Learning Approach [#1350] |
| Ricardo Vilalta, Raymond Sutrisno, Emille Ishida, Robert Beck, Rafael De Souza and Ashish Mahabal | |
| University of Houston, United States; Universite Clermont-Auvergne, France; Eotvos Lorand University, Hungary; University of North Carolina, United States; California Institute of technology, United States | |
| 2:30PM | Classification of Objects in Geosynchronous Earth Orbit Via Light Curve Analysis [#1268] |
| Walter Bennette, Kayla Zeliff and Joseph Raquepas | |
| US Air Force, United States | |
| 3:00PM | Massively-Parallel Best Subset Selection for Ordinary Least-Squares Regression [#1421] |
| Fabian Gieseke, Kai Polsterer, Ashish Mahabal, Christian Igel and Tom Heskes | |
| University of Copenhagen, Denmark; Heidelberg Institute for Theoretical Studies, Germany; California Institute of technology, United States; Radboud University Nijmegen, Netherlands | |
| 3:30PM | Deep-Learnt Classification of Light Curves [#1297] |
| Ashish Mahabal, Kshiteej Sheth, Fabian Gieseke, Akshay Pai, SGeorge Djorgovski, Andrew Drake and Matthew Graham | |
| California Institute of technology, United States; Indian Institute of Technology Gandhinagar, India; University of Copenhagen, Denmark; University of Copenhagen, United States; California Institute of Technology, United States |
Session ALIFE3: IEEE Artificial Life III
Thursday, November 30, 2:00PM-4:30PM, Room: Honolulu 3 (Tapa Tower), Chair: Takashi Ikegami
| 2:00PM | Fundamentalism in a Social Learning Perspective - A Memetic Agent Model of Vegetarianism, Social Interaction Networks and Food Markets [#1140] |
| Thomas Schmickl | |
| Karl-Franzens University of Graz, Artificial Life Lab of the Institute of Zoology, Austria | |
| 2:30PM | Understanding Evolutionary Dynamics in Online Social Networks [#1019] |
| Mizuki Oka, Yasuhiro Hashimoto and Takashi Ikegami | |
| University of Tsukuba, Japan; The University of Tokyo, Japan | |
| 3:00PM | Introducing Simulated Stem Cells into a Bio-Inspired Cell-Cell Communication Mechanism for Structure Regeneration [#1357] |
| Giordano Ferreira, Matthias Scheutz and Michael Levin | |
| Tufts University, United States | |
| 3:30PM | Ultimate Ecology: How a Socio-Economic Game Can Evolve into a Resilient Ecosystem of Agents [#1178] |
| Thomas Schmickl and Yannick Oswald | |
| Artificial Life Lab of the Institute of Zoology Karl-Franzens University Graz, Austria; Institute of Systems Sciences, Innovation and Sustainability Research Karl-Franzens University Graz, Austria | |
| 4:00PM | Evolving Neuromodulatory Architectures on Non-Associative Learning Tasks [#1395] |
| Jason Yoder | |
| Indiana University, United States | |
| 4:15PM | Chemical Concentration Map Building Through Whale Optimization Algorithm [#1259] |
| Alp Merzi and Veysel Gazi | |
| Altinbas University, Turkey |
Session MCDM2: Computational Intelligence in Multicriteria Decision-Making II
Thursday, November 30, 2:00PM-4:00PM, Room: Tapa Ballroom 1, Chair: Sanaz Mostaghim
| 2:00PM | Quantified Pareto-optimal Front Comparisons using Attainment Surfaces [#1122] |
| Christiaan Scheepers and Andries Engelbrecht | |
| University of Pretoria, South Africa | |
| 2:30PM | Comparing Multi-Objective Optimization Algorithms Using an Ensemble of Quality Indicators with Deep Statistical Comparison Approach [#1187] |
| Tome Eftimov, Peter Korosec and Barbara Korousic Seljak | |
| Jozef Stefan International Postgraduate School, Slovenia; Jozef Stefan Institute, Slovenia | |
| 3:00PM | Multi-Objetive Optimization Problem Mapping Based on Algorithmic Parameter Rankings [#1735] |
| Motoaki Kakuguchi, Minami Miyakawa, Keiki Takadama and Hiroyuki Sato | |
| The University of Electro-Communications, Japan; JSPS Research Fellow (PD) and Hosei University, Japan | |
| 3:30PM | Comparison Study of Large-scale Optimisation Techniques on the LSMOP Benchmark Functions [#1280] |
| Heiner Zille and Sanaz Mostaghim | |
| Otto von Guericke University Magdeburg, Germany |
Session EALS: Workshop: Evolving and Automomous Learning Systems
Thursday, November 30, 2:00PM-4:00PM, Room: Iolani 3-4 (Tapa Tower), Chair: Igor Skrjanc
| 2:00PM | Nurturing Promotes the Evolution of Reinforcement Learning in Changing Environments [#1705] |
| Syed Naveed Hussain Shah and Dean Hougen | |
| University of Oklahoma, United States | |
| 2:30PM | Evolving Cauchy Possibilistic Clustering and Its Application to Large-Scale Cyberattack Monitoring [#1374] |
| Igor Skrjanc, Seiichi Ozawa, Dejan Dovzan, Ban Tao, Junji Nakazato and Jumpei Shimamura | |
| University of Ljubljana, Slovenia; Kobe University, Japan; National Institute of Information and Communications Technology, Japan; clwit Inc., Japan | |
| 3:00PM | Evolving Neuro-Fuzzy System based Online Identification of a Bio-inspired Flapping Wing Micro Aerial Vehicle [#1422] |
| Md Meftahul Ferdaus, Mahardhika Pratama, Sreenatha G. Anavatti and Matthew A. Garratt | |
| UNSW Canberra at ADFA, Australia; School of Computer Science and Engineering, Nanyang Technological University, Singapore |
Session CIVTS4: Special Session: Electric Vehicle Wired/Wireless Charging and Management
Thursday, November 30, 2:00PM-4:00PM, Room: Nautilus (Kalia Tower), Chair: Kevin Bai
| 2:00PM | A Dual-DSP Controlled SiC MOSFET based 96%-efficiency 20kW EV On-board Battery Charger Using LLC Resonance Technology [#1484] |
| Philip Johnson and Kevin(Hua) Bai | |
| Kettering University, United States; UM-Dearborn, United States | |
| 2:30PM | Multi-objective Optimization of Plug-in Electric Vehicle Charging Prices [#1513] |
| Steffen Limmer and Tobias Rodemann | |
| Honda Research Institute Europe GmbH, Germany | |
| 3:00PM | Analytical Greedy Control and Q-Learning for Optimal Power Management of Plug-in Hybrid Electric Vehicles [#1518] |
| Chang Liu and Yi Lu Murphey | |
| University of Michigan - Dearborn, United States | |
| 3:30PM | Model-Predictive Planning for Autonomous Vehicles Anticipating Intentions of Vulnerable Road Users by Artificial Neural Networks [#1459] |
| Jan Eilbrecht, Maarten Bieshaar, Stefan Zernetsch, Konrad Doll, Bernhard Sick and Olaf Stursberg | |
| University of Kassel, Germany; University of Applied Sciences Aschaffenburg, Germany |
Session CISDA1: Computational Intelligence for Security and Defense Applications I
Thursday, November 30, 2:00PM-4:00PM, Room: Lehua (Kalia Tower), Chair: Marco Cococcioni
| 2:00PM | A Reinforcement Learning Approach to Tackle Illegal, Unreported and Unregulated Fishing [#1573] |
| Tolulope Akinbulire, Howard Schwartz, Rafael Falcon and Rami Abielmona | |
| Carleton University, Canada; Larus Technologies, Canada | |
| 2:30PM | Multi-Aspect Path Planning for Enhanced Ground Combat Simulation [#1154] |
| Gustav Tolt, Johan Hedstroem, Solveig Bruvoll and Martin Asprusten | |
| Swedish Defence Research Agency, Sweden; Norwegian Defence Research Establishment, Norway | |
| 3:00PM | An Energy-Efficient Embedded Implementation For Target Recognition In SAR Imageries [#1390] |
| Megan Renz and Qing Wu | |
| University at Buffalo, United States; Air Force Research Laboratory, United States | |
| 3:30PM | Possibilistic Fuzzy Local Information C-Means for Sonar Image Segmentation [#1649] |
| Alina Zare, Nicholas Young, Daniel Suen, Thomas Nabelek, Aquila Galusha and James Keller | |
| University of Florida, United States; University of Missouri, United States |
Session CIPLS1: Computational Intelligence in Production and Logistics Systems I
Thursday, November 30, 2:00PM-4:00PM, Room: Kahili (Kalia Tower), Chair: Raymond Chiong
| 2:00PM | Parallel Reactive Tabu Search for Job-Shop Scheduling Problems Considering Energy Management [#1141] |
| Shuhei Kawaguchi, Tatsuya Kokubo and Yoshikazu Fukuyama | |
| Meiji University, Japan | |
| 2:30PM | Coordinated Warehouse Order Picking and Production Scheduling: A NSGA-II Approach [#1109] |
| Ehsan Ardjmand and Dong Wook Huh | |
| Frostburg State University, United States | |
| 3:00PM | Multi-objective optimization of single machine scheduling with energy consumption constraints [#1712] |
| Xiaoya Liao, Rui Zhang and Raymond Chiong | |
| The University of Newcastle, Australia; Xiamen University of Technology, China | |
| 3:30PM | A hybrid particle swarm optimisation approach for energy-efficient single machine scheduling with cumulative deterioration and multiple maintenances [#1577] |
| Mehdi Abedi, Raymond Chiong, Nasimul Noman and Rui Zhang | |
| The University of Newcastle, Australia; Xiamen University of Technology, China |
Session CISND3: Computational Intelligence in Scheduling and Network Design III
Thursday, November 30, 2:00PM-4:00PM, Room: Hibiscus 1 (Kalia Tower), Chair: Rong Qu
| 2:00PM | Exact and Heuristic Approaches for the Multi-Agent Orienteering Problem with Capacity Constraints [#1599] |
| Wenjie Wang, Hoong Chuin Lau and Shih-Fen Cheng | |
| Singapore Management University, Singapore | |
| 2:30PM | Genetic Algorithm for Solving Minimal Exposure Path in Mobile Sensor Networks [#1710] |
| Nguyen Thi My Binh, Chu Minh Thang, Nguyen Duc Nghia and Huynh Thi Thanh Binh | |
| Hanoi University of Industry Hanoi, Vietnam, Viet Nam; Hanoi University of Science and Technology, Viet Nam | |
| 3:00PM | Immunization of Networks Using Genetic Algorithms and Multiobjective Metaheuristics [#1662] |
| Asep Maulana, Marios Kefalas and Michael Emmerich | |
| Leiden University, Netherlands | |
| 3:30PM | Modified Multiobjective Evolutionary Algorithm based on Decomposition for Low-Carbon Scheduling of Distributed Permutation Flow-Shop [#1164] |
| Enda Jiang, Ling Wang and Jiawen Lu | |
| Department of Automation, Tsinghua University, China |
Session FASLIP3: Computational Intelligence in Feature Analysis, Selection, and Learning in Image and Pattern Recognition III
Friday, December 1, 8:30AM-10:30AM, Room: Honolulu 1 (Tapa Tower), Chair: Huanhuan Chen and Kourosh Neshatian
| 8:30AM | A Predictive Performance Comparison of Machine Learning Models for Judicial Cases [#1748] |
| Zhenyu Liu and Huanhuan Chen | |
| China University of Political Science and Law, China; University of Science and Technology of China, China | |
| 9:00AM | On the Existence of Feature Bundles and their Effect on Symbolic Regression Algorithms [#1731] |
| Kourosh Neshatian and Lucianne Varn | |
| University of Canterbury, New Zealand; Independent Researcher, New Zealand | |
| 9:30AM | Three Dimensional Segmentation for Cement Microtomography Images using Self-Organizing Map and Neighborhood Features [#1289] |
| Liangliang Zhang, Lin Wang, Bo Yang, Zhenxiang Chen, Jin Zhou, Yamin Han and Meihui Li | |
| University of Jinan, China | |
| 10:00AM | The Importance of the Activation Function in NeuroEvolution with FS-NEAT and FD-NEAT [#1598] |
| Evgenia Papavasileiou and Bart Jansen | |
| ETRO-Vrije Universiteit Brussel, imec, Belgium |
Session CIASG6: Computational Intelligence Applications in Smart Grid VI
Friday, December 1, 8:30AM-9:30AM, Room: Honolulu 2 (Tapa Tower), Chair: Tiago Pinto
| 8:30AM | Bilateral Contract Prices Estimation using a Q-Learning based approach [#1362] |
| Jaime Rodriguez-Fernandez, Tiago Pinto, Francisco Silva, Isabel Praca, Zita Vale and Juan Manuel Corchado | |
| GECAD - Polytechnic of Porto, Portugal; University of Salamanca, Spain | |
| 9:00AM | Hybrid Particle Swarm Optimization of Electricity Market Participation Portfolio [#1407] |
| Ricardo Faia, Tiago Pinto, Zita Vale and Juan Manuel Corchado | |
| GECAD/IPP, Portugal; University of Salamanca, Spain |
Plenary Talk P2-ALIFE: Revisiting Eigen's Paradox for the Evolution of Genetic Information
Friday, December 1, 8:30AM-9:30AM, Room: Honolulu 3 (Tapa Tower), Speaker: Lee Altenberg
Session MBEA3: Model Based Evolutionary Algorithms III
Friday, December 1, 8:30AM-9:30AM, Room: Coral 5, Chair: Weinan Xu and Yaochu Jin
| 8:30AM | Combined Differential Evolution and NSGA-II Approach for Parametric Optimization of a Cancer Immunotherapy Model [#1478] |
| Weinan Xu, Jianxin Xu, Danhua He and Kay Chen Tan | |
| NUS Graduate School for Integrative Sciences and Engineering, National University of Singapore, Singapore; Department of Electrical and Computer Engineering,National University of Singapore, Singapore; Department of Mathematics, Zhejiang International Studies University, China; Department of Computer Science, City University of Hong Kong, Hong Kong | |
| 9:00AM | Interactive Genetic Algorithm with Implicit Uncertainty Evaluation for Application in Personalized Search [#1157] |
| Xiaoyan Sun, Yang Chen, Lin Bao and Ruidong Xu | |
| School of Information and Control Engineering, China University of Mining and Technology, China; School of Electrical and Power Engineering, China University of Mining and Technology, China |
Plenary Talk P-SNCC: Cyborg Intelligence
Friday, December 1, 8:30AM-9:30AM, Room: Iolani 3-4 (Tapa Tower), Speaker: Gang Pan
Session CIVTS5: Machine Learning in Intelligent Vehicle Systems
Friday, December 1, 8:30AM-10:30AM, Room: Nautilus (Kalia Tower), Chair: Justin Dauwels
| 8:30AM | Accurate Vehicle Position Estimation Using a Kalman Filter and Neural Network-based Approach [#1651] |
| Stanley Baek, Chang Liu, Paul Watta and Yi Murphey | |
| University of Michigan-Dearborn, United States | |
| 9:00AM | Accurate Pedestrian Path Prediction using Neural Networks [#1702] |
| Yi Murphey, Chang Liu, Muhammad Tayyab and Divyendu Narayan | |
| University of Michigan-Dearborn, United States | |
| 9:30AM | Neighbouring Link Travel Time Inference Method Using Artificial Neural Network [#1413] |
| Luong Vu, Benjamin Passow, Daniel Paluszczyszyn, Lipika Deka and Eric Goodyer | |
| De Montfort University's Interdisciplinary Research Group in Intelligent Transport Systems (DIGITS), De Montfort University, United Kingdom |
Session CISDA2: Computational Intelligence for Security and Defense Applications II
Friday, December 1, 8:30AM-10:30AM, Room: Lehua (Kalia Tower), Chair: Svetlana Yanushkevich
| 8:30AM | Watchlist Risk Assessment using Multiparametric Cost and Relative Entropy [#1408] |
| Kenneth Lai and Svetlana Yanushkevich | |
| University of Calgary, Canada | |
| 9:00AM | Symptoms Detection in Eye Retina Image [#1313] |
| Daniel Kostialik, Lukas Maruniak and Martin Drahansky | |
| Brno University of Technology, Faculty of Information Technology, Centre of Excellence IT4Innovations, Czech Republic | |
| 9:30AM | Emerging EEG and Kinect Face Fusion for Biometric Identification [#1429] |
| Md Wasiur Rahman and Marina Gavrilova | |
| University of Calgary, Canada | |
| 10:00AM | Adversarial Authorship, Interactive Evolutionary Hill-Climbing, and AuthorCAAT-III [#1645] |
| Christina Faust, Gerry Dozier, Jinsheng Xu and Michael King | |
| North Carolina A and T State University, United States; Auburn University, United States; Florida Institute of Technology, United States |
Session CIPLS2: Computational Intelligence in Production and Logistics Systems II
Friday, December 1, 8:30AM-10:30AM, Room: Kahili (Kalia Tower), Chair: Yassine Ouazene and Farouk Yalaoui
| 8:30AM | Solving the Sequential Ordering Problem Using Branch and Bound [#1033] |
| Jafar Jamal, Shobaki Ghassan, Vassilis Papapanagiotou, Luca Maria Gambardella and Roberto Montemanni | |
| IDSIA-USI/SUPSI, Switzerland; California State University, United States | |
| 9:00AM | Coordination and optimization of dynamic pricing and production decisions [#1467] |
| Yassine Ouazene, Farouk Yalaoui, Russell Kelly and Tayeb Idjeraoui | |
| University of Technology of Troyes, France; Norelem SAS, France | |
| 9:30AM | 2-Dimensional Rectangles-in-Circles Packing and Stock Cutting with Particle Swarm Optimization [#1172] |
| Michal Okulewicz | |
| Warsaw University of Technology, Poland | |
| 10:00AM | Evaluating Decomposition Strategies to Enable Scalable Scheduling for a Real-World Multi-line Steel Scheduling Problem [#1340] |
| Manal Adham, Peter Bentley and Diaz Diego | |
| University College London, United Kingdom; ArcelorMittal Global R and D Asturias, Spain |
Session RiiSS1: Symposium on Robotic Intelligence in Informationally Structured Space I
Friday, December 1, 8:30AM-10:30AM, Room: Hibiscus 1 (Kalia Tower), Chair: Chu-Kiong Loo
| 8:30AM | Collaborative Learning between Robots and Children with Potential Symptoms of a Developmental Disability [#1196] |
| Felix Jimenez, Tomohiro Yoshikawa, Takeshi Furuhashi, Masayoshi Kanoh and Tsuyoshi Nakamura | |
| Graduate School of Engineering, Nagoya University, Japan; School of Engineering, Chukyo University, Japan; Graduate School of Engineering, Nagoya Institute of Technology, Japan | |
| 9:00AM | Estimation of Autonomic Nervous Activity toward Affective Human-Robot Interaction [#1477] |
| Takuya Hashimoto, Keita Tsuji, Yoichi Yamazaki and Guanghao Sun | |
| Tokyo University of Science, Japan; Kanagawa Institute of Technology, Japan; The University of Electro-Communications, Japan | |
| 9:30AM | Pointing Gesture Detection for Human-Robot Communication in Informationally Structured Space [#1587] |
| Takenori Obo, Ryosuke Kawabata and Naoyuki Kubota | |
| Tokyo Polytechnic University, Japan; Tokyo Metropolitan University, Japan | |
| 10:00AM | Development of Werewolf Match System with Analysis of Human Gaze Motion [#1729] |
| Satoshi Nira and Daisuke Katagami | |
| Tokyo Polytechnic University, Japan |
Session DL1: Symposium on Deep Learning I
Friday, December 1, 8:30AM-10:30AM, Room: Hibiscus 2 (Kalia Tower), Chair: Alessandro Sperduti
| 8:30AM | On Learning the Structure of Sum-Product Networks [#1038] |
| Cory Butz, Jhonatan Oliveira and Andre dos Santos | |
| University of Regina, Canada | |
| 9:00AM | Modular Representation of Autoencoder Networks [#1114] |
| Chihiro Watanabe, Kaoru Hiramatsu and Kunio Kashino | |
| NTT Communication Science Laboratories, Japan | |
| 9:30AM | GLSR-VAE: Geodesic Latent Space Regularization for Variational AutoEncoder Architectures [#1166] |
| Gaetan Hadjeres, Frank Nielsen and Francois Pachet | |
| LIP6, Universite Pierre et Marie Curie, Paris; Sony CSL, Paris, France; Ecole Polytechnique, Palaiseau, France; Sony CSL, Tokyo, France; Sony CSL, Paris, France | |
| 10:00AM | Hidden Tree Markov Networks: Deep and Wide Learning for Structured Data [#1448] |
| Davide Bacciu | |
| University of Pisa, Italy |
Panel Session CIASG-P: Computational Intelligence in Demand Response and Smart Grid modeling
Friday, December 1, 9:30AM-10:30AM, Room: Honolulu 2 (Tapa Tower), Chair: Tiago Pinto
Session ALIFE4: IEEE Artificial Life IV
Friday, December 1, 9:30AM-10:30AM, Room: Honolulu 3 (Tapa Tower), Chair: Mizuki Oka
| 9:30AM | Governing the swarm [#1633] |
| Martin Stefanec, Martina Szopek, Rob Mills and Thomas Schmickl | |
| University of Graz, Austria; University of Lisbon, Portugal | |
| 10:00AM | Robust Tracking and Behavioral Modeling of Movements of Biological Collectives from Ordinary Video Recordings [#1440] |
| Hiroki Sayama, Farnaz Zamani Esfahlani, Ali Jazayeri and J. Scott Turner | |
| Binghamton University, United States; Drexel University, United States; SUNY ESF, United States |
Session SNCC1: Symposium on Neuromorphic Cognitive Computing I
Friday, December 1, 9:30AM-10:30AM, Room: Iolani 3-4 (Tapa Tower), Chair: Saber Moradi
| 9:30AM | Synergy Between Short-Term and Long-Term Plasticity Explains Direction-Selectivity in Visual Cortex [#1300] |
| Nareg Berberian, Matt Ross, Sylvain Chartier and Jean-Philippe Thivierge | |
| University of Ottawa, Canada | |
| 10:00AM | Wide learning. [#1316] |
| Katarzyna Kozdon and Peter Bentley | |
| University College London, United Kingdom |
Session FASLIP4: Computational Intelligence in Feature Analysis, Selection, and Learning in Image and Pattern Recognition IV
Friday, December 1, 10:45AM-12:45PM, Room: Honolulu 1 (Tapa Tower), Chair: Mengjie Zhang and George Tambouratzis
| 10:45AM | A Supervised Feature Weighting Method for Salient Object Detection using PSO [#1241] |
| Shima Afzali Vahed Moghaddam, Bing Xue, Harith Al-Sahaf and Mengjie Zhang | |
| Victoria University of Wellington, New Zealand | |
| 11:15AM | A Comparative Study of Image Classification Algorithms for Foraminifera Identification [#1312] |
| Boxuan Zhong, Qian Ge, Bhargav Kanakiya, Ritayan Mitra, Thomas Marchitto and Edgar Lobaton | |
| North Carolina State University, United States; University of Colorado Boulder, United States | |
| 11:45AM | Image approach to voice recognition [#1160] |
| Dawid Polap and Marcin Wozniak | |
| Institute of Mathematics, Silesian University of Technology, Kaszubska 23, 44-100 Gliwice, Poland | |
| 12:15PM | The effectiveness of surrogate functions in improving the accuracy of PSO-type algorithms in an NLP task [#1643] |
| George Tambouratzis | |
| ILSP/Athena R.C., Greece |
Session DL2: Symposium on Deep Learning II
Friday, December 1, 10:45AM-12:45PM, Room: Honolulu 2 (Tapa Tower), Chair: Plamen Angelov
| 10:45AM | Grading Fruits and Vegetables Using RGB-D Images and Convolutional Neural Network [#1510] |
| Toshiki Nishi, Shuichi Kurogi and Matsuo Kazuya | |
| Kyushu Institute of Technology, Japan | |
| 11:15AM | Effects of Variability in Synthetic Training Data on Convolutional Neural Networks for 3D Head Reconstruction [#1559] |
| Jan Philip Gopfert, Christina Gopfert, Mario Botsch and Barbara Hammer | |
| CITEC, Bielefeld University, Germany | |
| 11:45AM | Analyzing quality clarinet sound using deep learning. A preliminary study. [#1586] |
| Francisco Chavez de la O, Francisco Fernandez de Vega and Francisco Javier Rodriguez Diaz | |
| University of Extremadura, Spain | |
| 12:15PM | Fingerprint Classification Using Convolutional Neural Networks and Ridge Orientation Images [#1671] |
| John Shrein | |
| University of Memphis, United States |
Session ALIFE5: IEEE Artificial Life V
Friday, December 1, 10:45AM-12:45PM, Room: Honolulu 3 (Tapa Tower), Chair: Melanie Moses
| 10:45AM | Evolving Spiking Neural Networks to Control Animats for Temporal Pattern Recognition and Foraging [#1722] |
| Chama Bensmail, Volker Steuber, Neil Davey and Borys Wrobel | |
| Adam Mickiewicz University, Poznan, Poland; University of Hertfordshire, United Kingdom | |
| 11:15AM | Inform: A Toolkit for Information-Theoretic Analysis of Complex Systems [#1361] |
| Douglas G. Moore, Gabriele Valentini, Sara I. Walker and Michael Levin | |
| Arizona State University, United States; Tufts University, United States | |
| 11:45AM | Towards a Plant Bio-Machine [#1528] |
| Stefano Nichele, Sebastian Risi, Gunnar Tufte and Laura Beloff | |
| Oslo and Akershus University College of Applied Sciences, Norway; IT University of Copenhagen, Denmark; Norwegian University of Science and Technology, Norway | |
| 12:15PM | Computing by Nowhere Increasing Complexity [#1153] |
| Bar Peled, Vikas Kumar Mishra and Avishy Carmi | |
| Ben-Gurion University of the Negev, Israel |
Session MCDM3: Computational Intelligence in Multicriteria Decision-Making III
Friday, December 1, 10:45AM-12:45PM, Room: Coral 5, Chair: Akira Oyama
| 10:45AM | A Pareto-Beneficial Sub-Tree Mutation for the Multi-Criteria Minimum Spanning Tree Problem [#1336] |
| Jakob Bossek and Christian Grimme | |
| University of Muenster, Germany | |
| 11:15AM | An Extended Mutation-Based Priority-Rule Integration Concept for Multi-Objective Machine Scheduling [#1419] |
| Jakob Bossek and Christian Grimme | |
| University of Muenster, Germany | |
| 11:45AM | A Multiobjective Genetic Algorithm based Hybrid Recommendation Approach [#1610] |
| Pan Wang, Xingquan Zuo, Xinchao Zhao and Chaomin Luo | |
| Beijing University of Posts and Telecommunications, China; University of Detroit Mercy, United States | |
| 12:15PM | Simultaneous Structure Design Optimization of Multiple Car Models Using K Computer [#1639] |
| Akira Oyama, Takehisa Kohira, Hiromasa Kemmotsu, Tomoaki Tatsukawa and Takeshi Watanabe | |
| Institute of Space and Astronautical Science, Japan Aerospace Exploration Agency, Japan; Mazda Motor Cooperation, Japan |
Session SNCC2: Symposium on Neuromorphic Cognitive Computing II
Friday, December 1, 10:45AM-12:45PM, Room: Iolani 3-4 (Tapa Tower), Chair: Gang Pan
| 10:45AM | An Energy-Efficient Accelerator for Hybrid Bit-width DNNs [#1223] |
| Bo Liu, Xing Ruan, Mengwen Xia, Yu Gong, Jinjiang Yang, Wei Ge and Jun Yang | |
| National ASIC System Engineering Technology Research Center, Southeast University, China | |
| 11:15AM | Layer-wise synapse optimization for implementing neural networks on general neuromorphic architectures [#1373] |
| John Mern, Jayesh Gupta and Mykel Kochenderfer | |
| Stanford University, United States | |
| 11:45AM | Energy-efficient Hybrid CMOS-NEMS LIF Neuron Circuits in 28 nm CMOS Process [#1749] |
| Saber Moradi, Sunil Bhave and Rajit Manohar | |
| Yale University, United States; Purdue University, United States | |
| 12:15PM | ERMPD:An Efficient and Robustness Membrane Potential Driven Supervised Learning in Spiking Neural Networks [#1557] |
| Yongqing Zhang, Yi Chen, Malu Zhang, Xi Wu, Jiliu Zhou and Hong Qu | |
| Chengdu University of Information Technology, University of Electronic Science and Technology of China, China; University of Electronic Science and Technology of China, China; Chengdu University of Information Technology, China |
Session CIBD1: Computational Intelligence in Big Data I
Friday, December 1, 10:45AM-12:45PM, Room: Nautilus (Kalia Tower), Chair: Spencer Thomas
| 10:45AM | A Recommendation System by Collaborative Filtering Including Information and Characteristics on Users and Items [#1294] |
| Manami Kawasaki and Takashi Hasuike | |
| Waseda University, Japan | |
| 11:15AM | Kernel-based Generative Learning in Distortion Feature Space [#1304] |
| Bo Tang, Paul M. Baggenstoss and Haibo He | |
| Mississippi State University, United States; Frauhnhofer FKIE, Germany; University of Rhode Island, United States | |
| 11:45AM | Where is Safe: Analyzing the Relationship between the Area and Emotion Using Twitter Data [#1389] |
| Saki Kitaoka and Takashi Hasuike | |
| Waseda university, Japan; Waseda University, Japan |
Session CISDA3: Computational Intelligence for Security and Defense Applications III
Friday, December 1, 10:45AM-12:45PM, Room: Lehua (Kalia Tower), Chair: Svetlana Yanushkevich
| 10:45AM | Age Estimation Based on Face Images and Pre-trained Convolutional Neural Networks [#1680] |
| Abhinav Anand, Ruggero Donida Labati, Angelo Genovese, Enrique Munoz, Vincenzo Piuri and Fabio Scotti | |
| University of Milan, Italy | |
| 11:15AM | Utilizing Gait Traits to Improve e-Border Watchlist Performance [#1460] |
| Patrick Kozlow, Noor Abid and Svetlana Yanushkevich | |
| University of Calgary, Canada | |
| 11:45AM | Forecasting Time Series from Clustering by a Memetic Differential Fuzzy Approach: An Application to Crime Prediction [#1668] |
| Cristian David Rodriguez Rodriguez, Diego Mayorga Gomez and Miguel Melgarejo Rey | |
| Universidad Distrital Francisco Jose de Caldas, Colombia | |
| 12:15PM | Intelligent Sensor Attack Detection and Identification for Automotive Cyber-Physical Systems [#1193] |
| Jongho Shin, Youngmi Baek, Yongsoon Eun and Sang Hyuk Son | |
| DGIST, Korea, Republic of |
Session CIPLS3: Computational Intelligence in Production and Logistics Systems III
Friday, December 1, 10:45AM-12:45PM, Room: Kahili (Kalia Tower), Chair: Beatrice Ombuki-Berman and Raymond Chiong
| 10:45AM | Rescue Path Optimization Using Ant Colony Systems [#1136] |
| Manuela Graf, Marc Poy, Simon Bischof, Rolf Dornberger and Thomas Hanne | |
| University of Applied Sciences and Arts Northwestern Switzerland, Switzerland | |
| 11:15AM | A Column Generation-based Heuristic for a Green Vehicle Routing Problem with an Unlimited Heterogeneous Fleet [#1745] |
| Mario Ziebuhr, Tobias Buer and Herbert Kopfer | |
| University of Bremen, Computational Logistics, Germany; University of Bremen, Chair of Logistics, Germany | |
| 11:45AM | An Age Layered Population Structure Genetic Algorithm for the Multi-Depot Vehicle Problem [#1685] |
| Audrey Opoku-Amankwaah and Beatrice Ombuki-Berman | |
| Brock University, Canada | |
| 12:15PM | Reactive rescheduling method for electric vehicles charging in dedicated residential zone parking [#1451] |
| Nhan-Quy Nguyen, Farouk Yalaoui, Lionel Amodeo, Hicham Chehade and Pascal Toggeburger | |
| ICD, LOSI, Universite de Technologie de Troyes, UMR 6281, CNRS, France; Park'nPlug, France |
Plenary Talk P-RiiSS: Intelligent Integrated Decision Control Approach for Cooperative Multi-Robotic System
Friday, December 1, 10:45AM-11:45AM, Room: Hibiscus 1 (Kalia Tower), Speaker: Suresh Sundaram
Session RiiSS2: Symposium on Robotic Intelligence in Informationally Structured Space II
Friday, December 1, 11:45AM-12:45PM, Room: Hibiscus 1 (Kalia Tower), Chair: Hiroyuki Masuta
| 11:45AM | Evolving Adabot: A Mobile Robot with Adjustable Wheel Extensions [#1288] |
| Anthony Clark | |
| Missouri State University, United States | |
| 12:15PM | Centered Learning Model in Omni-directional Controller of Neural Oscillator Based Biped Locomotion [#1608] |
| Azhar Auila Saputra and Naoyuki Kubota | |
| Tokyo Metropolitan University, Japan |
Session CIDUE2: Computational Intelligence in Dynamic and Uncertain Environments II
Friday, December 1, 2:00PM-4:00PM, Room: Honolulu 1 (Tapa Tower), Chair: Bruno Averbeck
| 2:00PM | A Hybrid Genetic Algorithm for Vehicle Routing Problems with Dynamic Requests [#1554] |
| Ruikang Yi, Wenjian Luo, Chenyang Bu and Xin Lin | |
| University of Science and Technology of China, China | |
| 2:30PM | Environmental Variations Promotes Adaptation in Artificial Evolution [#1186] |
| Nicola Milano, Jonata Tyska Carvalho and Stefano Nolfi | |
| Institute of Cognitive Sciences and Technologies National Research Council (CNR), Italy | |
| 3:00PM | Amygdala and Ventral Striatum Population Codes Implement Multiple Learning Rates for Reinforcement Learning [#1644] |
| Bruno Averbeck | |
| NIH/NIMH, United States |
Session DL3: Symposium on Deep Learning III
Friday, December 1, 2:00PM-4:00PM, Room: Honolulu 2 (Tapa Tower), Chair: Davide Bacciu
| 2:00PM | Weakly supervised learning with convolutional neural networks for power line localization [#1721] |
| Sang Jun Lee, Jong Pil Yun, Gyogwon Koo, Hyeyeon Choi, Wookyong Kwon and Sang Woo Kim | |
| POSTECH, Korea (South); Korea Institute of Industrial Technology (KITECH), Korea (South) | |
| 2:30PM | Cross-Subject Classification of Cognitive Loads Using a Recurrent-Residual Deep Network [#1169] |
| Magdiel Jimenez-Guarneros and Pilar Gomez-Gil | |
| National Institute of Astrophysics, Optics and Electronics, Mexico | |
| 3:00PM | Soft sensor development and applications based on LSTM in deep neural networks [#1249] |
| Wensi Ke, Dexian Huang, Yang Fan and Yongheng Jiang | |
| Department of Automation, Tsinghua University, China | |
| 3:30PM | LSTM Networks for Data-Aware Remaining Time Prediction of Business Process Instances [#1337] |
| Nicolo' Navarin, Beatrice Vincenzi, Mirko Polato and Alessandro Sperduti | |
| University of Padova, Italy |
Session ALIFE6: IEEE Artificial Life VI
Friday, December 1, 2:00PM-4:00PM, Room: Honolulu 3 (Tapa Tower), Chair: Chrystopher Nehaniv
| 2:00PM | Favoring the Evolution of Adaptive Robots Through Environmental Differentiation [#1116] |
| Jonata Tyska Carvalho and Stefano Nolfi | |
| Center for Computational Sciences (C3), Federal University of Rio Grande (FURG), Brazil; Institute of Cognitive Sciences and Technologies(ISTC), National Research Council(CNR), Italy | |
| 2:30PM | Evolving Robust, Deliberate Motion Planning With HyperNEAT [#1519] |
| Ben Jolley and Alastair Channon | |
| School of Computing and Mathematics at Keele University, United Kingdom | |
| 3:00PM | Very Small Spiking Neural Networks Evolved to Recognize a Pattern in a Continuous Input Stream [#1732] |
| Muhammad Yaqoob and Borys Wrobel | |
| Adam Mickiewicz University, Poznan, Poland | |
| 3:30PM | Fuzzy Decision Making in an Agent-Based Model of Non-Industrial Private Forest Owners [#1417] |
| Robert Zupko | |
| Michigan Technological University, United States |
Session CIBD2: Computational Intelligence in Big Data II
Friday, December 1, 2:00PM-4:00PM, Room: Coral 5, Chair: Spencer Thomas
| 2:00PM | On Applying the Restricted Boltzmann Machine to Active Concept Drift Detection [#1720] |
| Maciej Jaworski, Piotr Duda and Leszek Rutkowski | |
| Institute of Computational Intelligence, Czestochowa University of Technology, Poland | |
| 2:30PM | Learning Autoencoded Radon Projections [#1030] |
| Aditya Sriram, Shivam Kalra, H.R. Tizhoosh and Shahryar Rahnamayan | |
| University of Waterloo, Canada; University of Ontario Institute of Technology, Canada | |
| 3:00PM | Enhancing Classification of Mass Spectrometry Imaging Data with Deep Neural Networks [#1418] |
| Spencer Thomas, Yaochu Jin, Josephine Bunch and Ian Gilmore | |
| National Physical Laboratory, United Kingdom; University of Surrey, United Kingdom |
Session CIMSIVP2: Computational Intelligence for Multimedia, Signal and Vision Processing II
Friday, December 1, 2:00PM-4:00PM, Room: Iolani 3-4 (Tapa Tower), Chair: Khan Iftekharuddin
| 2:00PM | Advanced human motion analysis and visualization: comparison of mawashi-geri kick of two elite karate athletes [#1493] |
| Tomasz Hachaj, Marek R. Ogiela, Marcin Piekarczyk and Katarzyna Koptyra | |
| Pedagogical University of Krakow, Institute of Computer Science, Poland; AGH University of Science and Technology, Poland | |
| 2:30PM | Block-based Feature Extraction Model for Early Fire Detection [#1215] |
| Kuang-Pen Chou, Mukesh Prasad, Deepak Gupta, Sharmi Sankar, Ting-Wei Hsu, Suresh Sundaram, Chin-Teng Lin and Wen-Chieh Lin | |
| National Chiao Tung University, Taiwan; University of Technology Sydney, Australia; National Institute of Technology, India; Ibri College of Applied Sciences, Oman; Nanyang Technological University, Singapore | |
| 3:00PM | Software Constraints for Caves' Virtual Environments Modeling [#1716] |
| Andrea Zambrano, Oswaldo Padilla Almeida, Theofilos Toulkeridis, Judith Zapata, Eduardo Ordonez and Fernando Mato | |
| Universidad de las Fuerzas Armadas ESPE, Ecuador; Instituto Espacial Ecuatoriano IEE, Ecuador | |
| 3:30PM | The open online repository of karate motion capture data: a tool for scientists and sport educators [#1494] |
| Tomasz Hachaj, Marek R. Ogiela and Marcin Piekarczyk | |
| Pedagogical University of Krakow, Institute of Computer Science, Poland; AGH University of Science and Technology, Cryptography and Cognitive Informatics Research Group, Poland |
Session CISDA4: Computational Intelligence for Security and Defense Applications IV
Friday, December 1, 2:00PM-4:00PM, Room: Lehua (Kalia Tower), Chair: Marco Cococcioni
| 2:00PM | An Analysis of Tor Pluggable Transports Under Adversarial Conditions [#1070] |
| Khalid Shahbar and A. Nur Zincir | |
| Dalhousie University, Canada | |
| 2:30PM | Data Loss Prevention for Cross-Domain Instant Messaging [#1082] |
| Kyrre Wahl Kongsgaard, Nils Nordbotten, Federico Mancini and Paal E. Engelstad | |
| Norwegian Defense Research Establishment, Norway | |
| 3:00PM | Data Analytics for Modeling and Visualizing Attack Behaviors: A Case Study on SSH Brute Force Attacks [#1190] |
| Chengchao Yao, Xiao Luo and Nur A. Zincir-Heywood | |
| Dalhousie University, Canada; Indiana University-Purdue University Indianapolis, United States | |
| 3:30PM | A Nature-inspired Decision System for Secure Cyber Network Architecture [#1548] |
| Neal Wagner, Cem Sahin, Pena Jaime and Streilein William | |
| Massachusetts Institute of Technology Lincoln Laboratory, United States |