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Date: Fri, 23 May 2003 16:32:16 -0600 (MDT)
From: Osmar Zaiane <[EMAIL PROTECTED]>
To: Osmar Zaiane <[EMAIL PROTECTED]>
Subject: KDD 2003 List of Accepted Papers (Research Track)
Resent-From: Inductive <[EMAIL PROTECTED]>
Resent-Subject: KDD 2003 List of Accepted Papers (Research Track)
List of KDD-2003 accepted Research Track papers (full and poster).
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FULL PAPERS
#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
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POSTER PAPERS
#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: [EMAIL PROTECTED]
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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