SAC 2005: Data Mining Track

Final Programme


Session 1: Frequent Itemsets and Data Dependencies

Chair: Tina Eliassi-Rad, Lawrence Livermore National Laboratory

Paper identifier: p0752608
Paper title: Finding Frequent Itemsets by Transaction Mapping
Song Mingjun USA
Rajasekaran Sanguthevar USA

Paper identifier: p0892808
Paper title: A "Go With the Winners" Approach to Finding Frequent Patterns
Goldstein Darin California State University, Long Beach USA
Ebert Todd California State University, Long Beach USA

Paper identifier: p1383108
Paper title: Distributed Approximate Mining of Frequent Patterns
Silvestri Claudio Univ. Ca' Foscari - Venice Italy
Orlando Salvatore Univ. Ca' Foscari - Venice

Paper identifier: p0702508
Paper title: DrC4.5: Improving C4.5 by Means of Prior Knowledge
Furletti Barbara Department of Computer Science - University of Pisa Italy
Baglioni Miriam Department of Computer Science - University of Pisa Italy
Turini Franco Department of Computer Science - University of Pisa Italy



Session 2: Classification and Clustering

Chair: Mehmet Dalkilic, Indiana University

Paper identifier: p1243108
Paper title: Rearranging Data Objects for Efficient and Stable Clustering
Lee Gyesung Dankook University Korea
Wu Xindong University of Vermont USA
Chon Jinho Dankook University Korea

Paper identifier: p1323108
Paper title: Spatial Contextual Noise Removal for Post-classification Smoothing of GIS Images
Qian Yu The University of Texas at Dallas USA
Zhang Kang The University of Texas at Dallas USA
Qiu Fang The University of Texas at Dallas USA

Paper identifier: p0672408
Paper title: A Performance Bottleneck of Subsequence Matching in Time-Series Databases: Observation, Solution, and Performance Evaluation
Jeong Byung-Soo Hanyang University South Korea

Paper identifier: p1073008
Paper title: Discovery and Regeneration of Hidden Emails
Zwart Ed University of British Columbia Canada
Carenini Giuseppe Canada
Ng Raymond Canada
Zhou Xiaodong Canada



Session 3: Outliers and Hybrid Approaches

Chair: Xiaowei Xu, University of Arkansas at Little Rock

Paper identifier: p1400209
Paper title: Detection and Prediction of Distance-Based Outliers
Basta Stefano
Angiulli Fabrizio ICAR-CNR Italy
Pizzuti Clara

Paper identifier: p0742608
Paper title: Mining Web Content Outliers using Structure Oriented Weighting Techniques and N-grams
Barker Ken University of Calgary Canada

Paper identifier: p0862808
Paper title: LS3: A Linear Semantic Scan Statistic Technique for Detecting Anomalous Windows
Janeja Vandana CIMIC and MSIS Department, Rutgers University, Newark USA
Atluri Vijayalakshmi CIMIC and MSIS Department, Rutgers University, Newark USA

Paper identifier: p1113008
Paper title: A Hybrid Approach for Multiresolution Modeling of Large-Scale Scientific Data
Eliassi-Rad Tina Lawrence Livermore National Laboratory USA
Critchlow Terence