CIDM 2009 Program
Session CIDM-1: CI/Probabilistic/Statistical and other methods I
Monday, March 30, 8:30AM-10:30AM, Room: Hermitage C, Chair: Barry Chen, USA
| 8:30AM | Building Ultra-Low False Alarm Rate Support Vector Classifier Ensembles Using Random Subspaces [#9004] |
| Barry Chen, Tracy Lemmond and William Hanley | |
| Lawrence Livermore National Laboratory, United States | |
| 8:54AM | Collaborative Filtering with Fine-grained Trust Metric [#9017] |
| Su Chen, Tiejian Luo, Wei Liu and Yanxiang Xu | |
| Graduate University of Chinese Academy of Sciences, China | |
| 9:18AM | HybridSOM: A Generic Rule Extraction Framework for Self-Organizing Feature Maps [#9021] |
| Willem S. van Heerden and Andries P. Engelbrecht | |
| University of Pretoria, South Africa | |
| 9:42AM | Assessing the Influence Probability between Objects: A Random Walker Approach [#9022] |
| Pei Li, Zhixu Li, Hongyan Liu, Jun He and Xiaoyong Du | |
| Renmin University of China, China; Tsinghua University, China |
Session CIDM-2: CI/Probabilistic/Statistical and other methods II
Monday, March 30, 11:00AM-1:00PM, Room: Hermitage C, Chair: Oliver Schulte, Simon Fraser University, USA
| 11:00AM | Intelligent Feature Extraction and Knowledge Mining by Multivariate Analyses [#9023] |
| Yisong Chen and Hong Cui | |
| Key Laboratory of Machine Perception (Ministry of Education), Peking University, China; Unis Nast Developing Co. Ltd, Tshinghua Unisplendour Group, China |
|
| 11:24AM | Efficient Model Selection for Support Vector Machine with Gaussian Kernel Function [#9027] |
| Tang Yaohua, Guo Weimin and Gao Jinghuai | |
| Henan Electric Power Research Institute, China; School of Electronic and Information Engineering, Xi'an Jiaotong University, China | |
| 11:48AM | A Fault Tolerant Peer-to-Peer Distributed EM Algorithm [#9030] |
| Behrooz Safarinejadian, Mohammad Bagher Menhaj and Mehdi Karrari | |
| Amirkabir University of Technology, Iran | |
| 12:12PM | A New Hybrid Method for Bayesian Network Learning [#9036] |
| Oliver Schulte, Gustavo Frigo, Russell Greiner and Hassan Khosravi | |
| School of Computing Science, Simon Fraser University, Canada; Department of Computing Science, University of Alberta, Canada | |
| 12:36PM | A Pillar Algorithm for K-Means Optimization by Distance Maximization for Initial Centroid Designation [#9038] |
| Ali Ridho Barakbah and Yasushi Kiyoki | |
| Graduate School of Media and Governance, Keio University, Japan, Japan; Faculty of Environmental Information, Keio University, Japan, Japan |
Session CIDM-3: CI/Probabilistic/Statistical and other methods III
Monday, March 30, 2:00PM-4:00PM, Room: Hermitage C, Chair: Giuseppe Di Fatta, University of Reading, UK
| 2:00PM | An Adaptive Ensemble Classifier for Concept Drifting Stream [#9043] |
| Dengyuan Wu, Ying Liu, Ge Gao, Zhendong Mao, Weishan Ma and Tao He | |
| Institute of Computing Technology, Chinese Academy of Sciences, China; Fictitious Economy and Data Science Research Center, Graduate University of Chinese Academy of Sciences, China; University of Virginia, China |
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| 2:24PM | Missing Traffic Flow Data Prediction using Least Squares Support Vector Machines in Urban Arterial Streets [#9045] |
| Yang Zhang and Yuncai Liu | |
| Shanghai Jiao Tong University, China | |
| 2:48PM | Dynamic classifier selection using clustering for spam detection [#9053] |
| Mehrnoush Famil saeedian and Hamid Beigy | |
| Sharif University of Technology, Iran | |
| 3:12PM | Skill Rating by Bayesian Inference [#9060] |
| Giuseppe Di Fatta, Guy Haworth and Kenneth Regan | |
| The University of Reading, United Kingdom; University at Buffalo, The State University of New York, United States | |
| 3:36PM | Clustering-based Activity Classification with a Wrist-worn Accelerometer Using Basic Features [#9066] |
| Pekka Siirtola, Perttu Laurinen, Eija Haapalainen, Juha Roning and Hannu Kinnunen | |
| University of Oulu, Finland; Polar Electro Oy, Finland |
Session CIDM-4: Data Understanding, rule extraction, logical models I
Monday, March 30, 4:30PM-6:30PM, Room: Hermitage C, Chair: Andrei Olaru, University Politehnica of Bucharest, Romania
| 4:30PM | Decision Trees as Information Source for Attribute Selection [#9013] |
| Kyoko Fukuda and Brent Martin | |
| University of Canterbury, New Zealand | |
| 4:54PM | An Enhanced Data Mining Life Cycle [#9018] |
| Markus Hofmann and Brendan Tierney | |
| Institute of Technology Blanchardstown, Ireland; Dublin Institute of Technology, Ireland | |
| 5:18PM | Local Mining of Association Rules with Rule Schemas [#9047] |
| Andrei Olaru, Claudia Marinica and Fabrice Guillet | |
| Department of Computer Science, University Politehnica of Bucharest, Romania; LINA - Ecole polytechnique de l'Universite de Nantes, France | |
| 5:42PM | Extracting Hot Spots of Basic and Complex Topics From Time Stamped Documents [#9089] |
| Wei Chen and Parvathi Chundi | |
| University of Nebraska at Omaha, United States |
Session CIDM-5: Applications to biomedicine, e-commerce, engineering, etc I
Tuesday, March 31, 8:30AM-10:30AM, Room: Hermitage C, Chair: Anna L Buczak, JHU APL, USA
| 8:30AM | Hierarchically Classifying Documents with Multiple Labels [#9007] |
| Andrew Mayne and Russell Perry | |
| Hewlett Packard Labs, United Kingdom | |
| 8:54AM | Determining the Strength of the Propensities of a Blog Network [#9024] |
| Seok-Ho Yoon, Sang-Wook Kim and Sunju Park | |
| Hanyang University, Korea (South); Yonsei University, Korea (South) | |
| 9:18AM | Mining Electronic Medical Records for Patient Care Patterns [#9076] |
| Anna Buczak, Linda Moniz, Brian Feighner and Joseph Lombardo | |
| JHU APL, United States | |
| 9:42AM | Gender Identification from E-mails [#9081] |
| Na Cheng, Xiaoling Chen, Rajarathnam Chandramouli and K.p Subbalakshmi | |
| Stevens Institute of Technology, United States |
Session CIDM-6: Applications to biomedicine, e-commerce, engineering, etc II
Tuesday, March 31, 11:00AM-1:00PM, Room: Hermitage C, Chair: Sangoh Jeong, Samsung Information Systems America, USA
| 11:00AM | Generalized Random Rotation Perturbation for Vertically Partitioned Data Sets [#9015] |
| Zhenmin Lin, Jie Wang, Lian Liu and Jun Zhang | |
| University of Kentucky, United States; Univesity of Kentucky, United States | |
| 11:24AM | Mining for Insider Threats in Business Transactions and Processes [#9046] |
| William Eberle and Lawrence Holder | |
| Tennessee Technological University, United States; Washington State University, United States | |
| 11:48AM | Density-Based Clustering of Polygons [#9086] |
| Deepti Joshi, Ashok Samal and Leen-Kiat Soh | |
| University of Nebraska-Lincoln, United States | |
| 12:12PM | Non-collaborative Interest mining for Personal Devices [#9091] |
| Sangoh Jeong, Doreen Cheng, Henry Song and Swaroop Kalasapur | |
| Samsung Information Systems America, United States |
Session CIDM-7: Applications to biomedicine, e-commerce, engineering, etc III
Tuesday, March 31, 2:00PM-4:00PM, Room: Hermitage C, Chair: Alessando Sperduti, University of Padova, Italy
| 2:00PM | An Empirical Study of Bagging and Boosting Ensembles for Identifying Faulty Classes in Object-Oriented Software [#9059] |
| Hamoud Aljamaan and Mahmoud Elish | |
| King Fahd University of Petroleum and Minerals, Saudi Arabia | |
| 2:24PM | Automatic Analysis of Eye Tracking Data for Medical Diagnosis [#9061] |
| Filippo Galgani, Yiwen Sun, Pier Luca Lanzi and Jason Leigh | |
| Politecnico di Milano, Italy; University of Illinois at Chicago, United States | |
| 2:48PM | Application of the Preference Learning Model to a Human Resources Selection Task [#9062] |
| Fabio Aiolli, Michele De Filippo and Alessandro Sperduti | |
| University of Padova, Italy | |
| 3:12PM | Practical Fuzzy Decision Trees [#9069] |
| Na'el Abu-halaweh and Robert Harrison | |
| Georgia State University, United States |
Session CIDM-8: Data Understanding, rule extraction, logical models II
Tuesday, March 31, 4:30PM-6:30PM, Room: Hermitage C, Chair: Janusz Kacprzyk, Polish Academy of Sciences, Poland
| 4:30PM | Data Mining via Protoform Based Linguistic Summaries: Some Possible Relations to Natural Language Generation [#9064] |
| Janusz Kacprzyk and Slawomir Zadrozny | |
| Systems Research Institute, Polish Academy of Sciences, ul. Newelska 6, 01-447 Warsaw, Poland | |
| 4:54PM | Handling Continuous Attributes in Ant Colony Classification Algorithms [#9072] |
| Fernando Otero, Alex Freitas and Colin Johnson | |
| University of Kent, United Kingdom | |
| 5:18PM | A Novel Data Clustering Algorithm Based on Electrostatic Field Concepts [#9077] |
| Masoumeh Kalantari Khandani, Parvaneh Saeedi, Yaser P. Fallah and Mehdi K. Khandani | |
| Simon Fraser University, Canada; University of California Berkeley, United States; University of Maryland, College Park, United States | |
| 5:42PM | Evolving Decision Trees Using Oracle Guides [#9079] |
| Ulf Johansson and Lars Niklasson | |
| University of Boras, Sweden; University of Skovde, Sweden | |
| 6:06PM | Ensemble Member Selection Using Multi-Objective Optimization [#9082] |
| Tuve Lofstrom, Ulf Johansson and Henrik Bostrom | |
| University of Boras, Sweden; University of Skovde, Sweden |
Session CIDM-9: Text, graph and web mining
Wednesday, April 1, 8:30AM-10:30AM, Room: Hermitage C, Chair: Vladimir Bartik, Brno University of Technology, Czech Republic
| 8:30AM | Association Based Classification for Relational Data and Its Use in Web Mining [#9063] |
| Vladimir Bartik | |
| Brno University of Technology, Czech Republic | |
| 8:54AM | Empirical Comparison of Graph Classification Algorithms [#9071] |
| Nikhil Ketkar, Holder Lawrence and Cook Diane | |
| Washington State University, United States | |
| 9:18AM | Faster Computation of the Direct Product Kernel for Graph Classification [#9084] |
| Nikhil Ketkar, Holder Lawrence and Cook Diane | |
| Washington State University, United States | |
| 9:42AM | Dependable Performance Analysis for Fuzzy Clustering of Web Usage Data [#9090] |
| Amir Ketata, Mudur Sudhir and Shiri Nematollaah | |
| Deptartment of Computer Science and Software Engineering, Concordia University, Montreal, Quebec, Canada | |
| 10:06AM | Discovering Relational Knowledge from Two Disjoint Sets of Literatures Using Inductive Logic Programming [#9095] |
| Supphachai Thaicharoen, Tom Altman, Katheleen Gardiner and Krzysztof Cios | |
| University of Colorado Denver, United States; Virginia Commonweath University, United States |
Session CIDM-10: Mining spatial and spatial-temporal data
Wednesday, April 1, 11:00AM-1:00PM, Room: Hermitage C, Chair: Rachsuda Jiamthapthaksin, University of Houston
| 11:00AM | LD-BSCA: A Local-Density Based Spatial Clustering Algorithm [#9031] |
| Wei Guiyi and Liu Haiping | |
| College of Computer Science and information engineering, Zhejiang Gongshang University, China | |
| 11:24AM | Trajectory Clustering in Road Network Environment [#9050] |
| Jung-Im Won, Sang-Wook Kim, Ji-Haeng Baek and Junghoon Lee | |
| Hanyang University, Korea (South); Jeju National University, Korea (South) | |
| 11:48AM | An Architecture and Algorithms for Multi-Run Clustering [#9051] |
| Rachsuda Jiamthapthaksin, Christoph Eick and Vadeerat Rinsurongkawong | |
| Computer Science Department, University of Houston, United States | |
| 12:12PM | MWASP: Multiple-Width Approximate Sequential Patterns [#9068] |
| Kelly Kingchi Yip and David Nembhard | |
| Department of Industrial and Manufacturing Engineering, Pennsylvania State University, United States | |
| 12:36PM | Fuzzy P-Mode Prototypes: A Generalization of Frequency-Based Cluster Prototypes for Clustering Categorical Objects [#9094] |
| Mahnhoon Lee | |
| Thompson Rivers University, Canada |
Session CIDM-11: Mining of very large datasets, scalability
Wednesday, April 1, 2:00PM-4:00PM, Room: Hermitage C, Chair: P.
Krishna Reddy, International Instittute of Information Technology -
Hyderabad, India
| 2:00PM | Diversity Analysis on Imbalanced Data Sets by Using Ensemble Models [#9014] |
| Shuo Wang and Xin Yao | |
| School of Computer Science, University of Birmingham, United Kingdom | |
| 2:24PM | Large-scale Attribute Selection using Wrappers [#9025] |
| Martin Guetlein, Eibe Frank, Mark Hall and Andreas Karwath | |
| Albert-Ludwigs-Universitaet Freiburg, Germany; University of Waikato, New Zealand; Pentaho Corporation, United States | |
| 2:48PM | An Improved Multiple Minimum Support Based Approach to Mine Rare Association Rules [#9074] |
| Uday kiran Rage and Krishna reddy Polepally | |
| International Instittute of Information Technology - Hyderabad, India | |
| 3:12PM | Data Mining with Ensembles of Fuzzy Decision Trees [#9075] |
| Christophe Marsala | |
| University Pierre et Marie Curie - Paris 6, France | |
| 3:36PM | The Locality of RBF-SVM for Incremental Learning [#9087] |
| Wael Emara and Mehmed Kantardzic | |
| University of Louisville, United States |
Session CIDM-12: Feature extraction, selection, aggregation, construction
Wednesday, April 1, 4:30PM-6:30PM, Room: Hermitage C, Chair: Christophe Marsala, Universite Pierre et Marie Curie, France
| 4:30PM | Parametric Subspace Analysis for dimensionality reduction and classification [#9033] |
| Nhat Vo, Duc Vo, Bill Moran, Subhash Challa and Subhash Challa | |
| Melbourne University, Australia; University Technology of Sydney, Australia; Melbourne University, Australia; Melbourne University, Australia; Melbourne University, Australia | |
| 4:54PM | Incremental Wrapper-based Subset Selection with Replacement: an advantageous alternative to sequential forward selection [#9052] |
| Pablo Bermejo, Jose Antonio Gamez and Jose Miguel Puerta | |
| Universidad de Castilla-La Mancha, Spain | |
| 5:18PM | Analysis and Visualization of the Geographical Distribution of Atlantic Forest Bromeliads Species [#9073] |
| Stainam Brandao, Wagner Silva, Luis Silva, Vladimir Fagundes and Carlos Mello | |
| COPPE/UFRJ - Computer Science Department, Graduate School of Engineering, Federal University of Rio de Janeiro, Brazil, Brazil | |
| 5:42PM | Maintaining Only Frequent Itemsets to Mine Approximate Frequent Itemsets over Online Data Streams [#9085] |
| Yongyan Wang, Kun Li and Hongan Wang | |
| Institute of Software, Chinese Academy of Sciences, China |
Session CIDM-13: Mining of signals and data stream
Thursday, April 2, 8:30AM-10:30AM, Room: Hermitage C, Chair: Xin Feng, Marquette University, USA
| 8:30AM | Extended Extreme Learning Machine [#9020] |
| Wanyu Deng | |
| Xi'an Jiaotong University, China | |
| 8:54AM | Relevance Weighting of Multi-Term Queries for Vector Space Model [#9048] |
| Louis Wang | |
| International School of Minnesota, United States | |
| 9:18AM | An approximation algorithm for finding skeletal points for density based clustering approaches [#9093] |
| Soheil Hassas Yeganeh, Jafar Habibi, Hassan Abolhassani, Mahdi Abbaspour Tehrani and Jamshid Esmaelnezhad | |
| Mr., Iran; Dr., Iran | |
| 9:42AM | Detecting Multiple Temporal Patterns And Predictability Analysis of Complex Time-Evolving Systems [#9099] |
| Xin Feng and Odilon Senyana | |
| Marquette University, United States |
Tutorial CIDM-T: Temporal pattern mining in symbolic time point and time interval data
Thursday, April 2, 11:00AM-1:00PM, Room: Hermitage C, Instructor: Fabian Moerchen, Siemens Corporate Research, USA
IEEE SSCI 2009 March 30 – April 2, 2009 Sheraton Music City Hotel, Nashville, TN, USA
