KDD 2003 List of Accepted Papers (Research Track)

Osmar Zaiane zaiane at cs.ualberta.ca
Fri May 23 17:32:39 EST 2003

List of KDD-2003 accepted Research Track papers (full and poster).


#117 Efficient Elastic Burst Detection in Data Streams 
Authors: Yunyue Zhu, Dennis Shasha 
#120 Mining Distance-Based Outliers in Near Linear Time with Randomization and a Simple Pruning Rule 
Authors: Stephen Bay, Mark Schwabacher 
#146 Fragments of Order 
Authors: Aristides Gionis, Teija Kujala, Heikki Mannila 

#151 CloseGraph: Mining Closed Frequent Graph Patterns 
Authors: Xifeng Yan, Jiawei Han 
#153 Proximus: A Framework for Analyzing Very High Dimensional Discrete-Attributed Datasets 
Authors: Mehmet Koyuturk, Ananth Grama 
#170 Screening and Interpreting Multi-item Associations Based on Loglinear Modeling 
Authors: Xintao Wu, Daniel Barbara, Yong Ye 
#178 XRules: An Effective Structural Classifier for XML Data 
Authors: Mohammed Zaki, Charu Aggarwal 
#180 Fast Vertical Mining Using Diffsets 
Authors: Mohammed Zaki, Karam Gouda 
#194 Extracting Semantics from Datacubes using Cube Transversals and Closures 
Authors: Alain Casali, Rosine Cicchetti, Lotfi Lakhal 
#204 Generating English Summaries of Time Series Data Using the Gricean Maxims 
Authors: Somayajulu Sripada, Ehud Reiter, Jim Hunter, Jin Yu 
#213 Visualizing Changes in the Inherent Structure of Data for Exploratory Feature Extraction 
Authors: Elias Pampalk, Werner Goebl, Gerhard Widmer 
#264 Towards Systematic Design of Distance Functions for Data Mining Applications 
Authors: Charu Aggarwal 
#274 Classifying Large Data Sets Using SVM with Hierarchical Clusters 
Authors: Hwanjo Yu, Jiong Yang, Jiawei Han 
#282 CLOSET+: Searching for the Best Strategies for Mining Frequent Closed Itemsets 
Authors: Jianyong Wang, Jiawei Han, Jian Pei 
#287 Aggregation-Based Feature Invention and Relational Concept Classes 
Authors: Claudia Perlich, Foster Provost 
#290 Inverted Matrix: Efficient Discovery of Frequent Items in Large Datasets in the Context of Interactive Mining 
Authors: Mohammad El-Hajj, Osmar R. Zaiane 
#292 On Detecting Differences Between Groups 
Authors: Geoff Webb, Shane Butler, Douglas Newlands 
#298 Indexing Multi-Dimensional Time-Series with Support for Multiple Distance Measures 
Authors: Michail Vlachos, Marios Hadjieleftheriou, Dimitrios Gunopulos, Eamonn Keogh 
#326 An Iterative Hypothesis-Testing Strategy for Pattern Discovery 
Authors: Richard Bolton, Niall Adams 
#329 Cross-Training: Learning Probabilistic Mappings Between Topics 
Authors: Sunita Sarawagi, Soumen Chakrabarti, Shantanu Godbole 
#340 SEWeP: Using Site Semantics and a Taxonomy to Enhance the Web Personalization Process 
Authors: Magdalini Eirinaki, Michalis Vazirgiannis, Iraklis Varlamis 
#358 Eliminating Noisy Information in Web Pages for Data Mining 
Authors: Lan Yi, Bing Liu, Xiaoli Li 
#375 Mining Concept-Drifting Data Streams using Ensemble Classifiers 
Authors: Haixun Wang, Wei Fan, Philip Yu, Jiawei Han 
#390 Maximizing the Spread of Influence through a Social Network 
Authors: David Kempe, Jon Kleinberg, Eva Tardos 
#399 Mining Unexpected Rules by Pushing User Dynamics 
Authors: Ke Wang, Yuelong Jiang, Laks Lakshmanan 
#400 Translation-Invariant Mixture Models for Curve Clustering 
Authors: Darya Chudova, Scott Gaffney, Eric Mjolsness, Padhraic Smyth 
#401 Assessment and Pruning of Hierarchical Model Based Clustering 
Authors: Jeremy Tantrum, Alejandro Murua, Werner Stuetzle 
#407 Algorithms for Discovering Relative Authority in Graphs 
Authors: Scott White, Padhraic Smyth 
#422 Efficient Data Reduction with EASE 
Authors: Herve Bronnimann, Bin Chen, Manoranjan Dash, Peter Haas, Peter Scheuermann 
#431 Adaptive Duplicate Detection Using Learnable String Similarity Measures 
Authors: Mikhail Bilenko, Raymond Mooney 
#433 Generative Model-Based Clustering of Directional Data 
Authors: Arindam Banerjee, Inderjit Dhillon, Joydeep Ghosh, Suvrit Sra 
#457 Privacy-Preserving K-Means Clustering over Vertically Partitioned Data 
Authors: Jaideep Vaidya, Chris Clifton 
#461 Information-Theoretic Co-clustering 
Authors: Inderjit Dhillon, Subramanyam Mallela, Dharmendra Modha 
#469 To Buy or Not to Buy: Mining Airline Fare Data to Minimize Ticket Purchase Price 
Authors: Oren Etzioni, Craig Knoblock, Rattapoon Tuchinda, Alexander Yates 


#121 CARPENTER: Finding Closed Patterns in Long Biological Datasets 
Authors: Feng Pan, Gao Cong, Anthony K. H. Tung, Jiong Yang, Mohammed Zaki 
#127 Nantonac Collaborative Filtering: Recommendation Based on Order Responses 
Authors: Toshihiro Kamishima 
#137 Graph-Based Anomaly Detection 
Authors: Caleb Noble, Diane Cook 
#150 Efficient Decision Tree Construction on Streaming Data 
Authors: Ruoming Jin, Gagan Agrawal 
#164 Empirical Comparisons of Various Voting Schemes in Boosting and Bagging 
Authors: Kelvin Leung, D. Stott Parker 
#168 New Unsupervised Clustering Algorithm for Large Datasets 
Authors: William Peter, John Chiochetti 
#174 Time and Sample Efficient Discovery of Markov Blankets and Direct Causal Relations 
Authors: Ioannis Tsamardinos, Constantin F. Aliferis, Alexander Statnikov 
#177 Experiments with Random Projections for Machine Learning 
Authors: Dmitriy Fradkin, David Madigan 

#184 PaintingClass: Interactive Construction, Visualization and Exploration of Decision Trees 
Authors: Soon Tee Teoh, Kwan-Liu Ma 
#188 A Web Page Prediction Model Based On Click-Stream Tree 
Authors: Sule Gunduz, M. Tamer Ozsu 
#195 Distributed Multivariate Regression Based on Influential Observations 
Authors: Hang Yu, Ee-Chien Chang 
#200 A Two-Way Visualization Method for Clustered Data 
Authors: Yehuda Koren, David Harel 
#208 Finding Recent Frequent Itemsets Adaptively over Online Data Streams 
Authors: Joong Hyuk Chang, Won Suk Lee 
#216 On Computing, Storing and Querying Frequent Patterns 
Authors: Guimei Liu, Hongjun Lu, Wenwu Lou, Jeffrey Xu Yu 
#225 Accurate Decision Trees for Mining High-Speed Data Streams 
Authors: Joao Gama, Ricardo Rocha, Pedro Medas 
#240 Mining Data Records in Web Pages 
Authors: Bing Liu, Robert Grossman, Yanhong Zhai 
#259 Stylistic Text Mining of Electronic Messages 
Authors: Shlomo Argamon, Marin Saric, Sterling Stein 
#268 Mining Viewpoint Patterns in Image Databases 
Authors: Wynne Hsu, Jing Dai, Mong Li Lee 
#269 Correlating Synchronous and Asynchronous Data Streams 
Authors: Sudipto Guha, Dimitrios Gunopulos, Nick Koudas 
#273 Interactive Exploration of Coherent Patterns in Time-Series Gene Expression Data 
Authors: Daxin Jiang, Jian Pei, Aidong Zhang 
#281 Probabilistic Discovery of Time Series Motifs 
Authors: Bill Chiu, Eamonn Keogh, Stefano Lonardi 
#283 Mining Phenotypes and Informative Genes from Gene Expression Data 
Authors: Chun Tang, Aidong Zhang, Jian Pei 
#297 Distributed Cooperative Mining for Information Consortium 
Authors: Satoshi Morinaga, Kenji Yamanishi, Jun-ichi Takeuchi 
#311 Efficiently Handling Feature Redundancy in High-Dimensional Data 
Authors: Lei Yu, Huan Liu 
#328 Navigating Massive Data Sets via Local Clustering 
Authors: Michael E. Houle 
#331 Mining Associations in "Weighted Support - Significant" Framework 
Authors: Feng Tao 
#337 Using Randomized Response Techniques for Privacy-Preserving Data Mining 
Authors: Wenliang Du, Zhijun Zhan 
#343 A Bag of Paths Model for Representing Document Structure with Application to Web Mining 
Authors: Sachindra Joshi, Neeraj Agrawal, Raghu Krishnapuram, Sumit Negi 
#365 Understanding Captions in Biomedical Publications 
Authors: William Cohen, Richard Wang, Robert Murphy 
#369 Learning Relational Probability Trees 
Authors: Jennifer Neville, David Jensen, Lisa Friedland, Michael Hay 
#395 Playing Hide-And-Seek with Correlations 
Authors: Christopher Jermaine 
#417 Online Novelty Detection on Temporal Sequences 
Authors: Junshui Ma, Simon Perkins 
#459 Mining High Dimensional Data for Classifier Knowledge 
Authors: Raj Bhatnagar, Goutham Kurra, Wen Niu 
#465 Applications of Sampling and Fractional Factorial Designs to Model-Free Data Squashing 
Authors: William DuMouchel, Deepak K. Agarwal 
#471 Tracking Evolving Communities in Large Linked Networks 
Authors: John Hopcroft, Omar Khan, Brian Kulis, Bart Selman 
#483 Improving Spatial Locality using Data Mining 
Authors: Karlton Sequeira, Mohammed Zaki, Boleslaw Szymanski, Christopher Carothers 


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Osmar R. ZAIANE, Ph.D.              | office: ATH 352 (Athabasca Hall)
Assistant Professor (Prof. Adjoint) | e-mail:  zaiane at cs.ualberta.ca
Department of Computing Science     | phone : 1-780 492 2860 
University of Alberta               | fax   : 1-780 492 1071 
Edmonton, Alberta, T6G 2E8 Canada   | http://www.cs.ualberta.ca/~zaiane/ 
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