4. DaWaK 2002: Aix-en-Provence, France

Association Rules

• Marco Botta, Jean-François Boulicaut, Cyrille Masson, Rosa Meo:
  A Comparison between Query Languages for the Extraction of Association Rules. 1-10
  Electronic Edition (Springer LINK) BibTeX
• Choh-Man Teng:
  Learning from Dissociations. 11-20
  Electronic Edition (Springer LINK) BibTeX
• Daniele Braga, Alessandro Campi, Mika Klemettinen, Pier Luca Lanzi:
  Mining Association Rules from XML Data. 21-30
  Electronic Edition (Springer LINK) BibTeX
• Tao Li, Shenghuo Zhu, Mitsunori Ogihara, Yinhe Cheng:
  Estimating Joint Probabilities from Marginal Ones. 31-41
  Electronic Edition (Springer LINK) BibTeX

Clustering

• Ching-Huang Yun, Kun-Ta Chuang, Ming-Syan Chen:
  Self-Tuning Clustering: An Adaptive Clustering Method for Transaction Data. 42-51
  Electronic Edition (Springer LINK) BibTeX
• Shenghuo Zhu, Tao Li, Mitsunori Ogihara:
  CoFD : An Algorithm for Non-distance Based Clustering in High Dimensional Spaces. 52-62
  Electronic Edition (Springer LINK) BibTeX
• Shu-Chuan Chu, John F. Roddick, Jeng-Shyang Pan:
  An Efficient K -Medoids-Based Algorithm Using Previous Medoid Index, Triangular Inequality Elimination Criteria, and Partial Distance Search. 63-72
  Electronic Edition (Springer LINK) BibTeX

Web Mining and Security

• Søren E. Jespersen, Jesper Thorhauge, Torben Bach Pedersen:
  A Hybrid Approach to Web Usage Mining. 73-82
  Electronic Edition (Springer LINK) BibTeX
• Carsten Pohle, Myra Spiliopoulou:
  Building and Exploiting Ad Hoc Concept Hierarchies for Web Log Analysis. 83-93
  Electronic Edition (Springer LINK) BibTeX
• Bharat K. Bhargava, Yuhui Zhong:
  Authorization Based on Evidence and Trust. 94-103
  Electronic Edition (Springer LINK) BibTeX
• Evimaria Terzi, Yuhui Zhong, Bharat K. Bhargava, Pankaj, Sanjay Kumar Madria:
  An Algorithm for Building User-Role Profiles in a Trust Environment. 104-113
  Electronic Edition (Springer LINK) BibTeX

Data Mining Techniques

• Yue-Shi Lee, Show-Jane Yen:
  Neural-Based Approaches for Improving the Accuracy of Decision Trees. 114-123
  Electronic Edition (Springer LINK) BibTeX
• Fabrizio Angiulli, Clara Pizzuti:
  Approximate k -Closest-Pairs with Space Filling Curves. 124-134
  Electronic Edition (Springer LINK) BibTeX
• Christian Böhm, Florian Krebs, Hans-Peter Kriegel:
  Optimal Dimension Order: A Generic Technique for the Similarity Join. 135-149
  Electronic Edition (Springer LINK) BibTeX
• Ming-Yen Lin, Suh-Yin Lee:
  Fast Discovery of Sequential Patterns by Memory Indexing. 150-160
  Electronic Edition (Springer LINK) BibTeX

Data Cleansing

• Zhao Li, Sam Yuan Sung, Qi Xiao Yang, Sun Peng:
  Dynamic Similarity for Fields with NULL Values. 161-169
  Electronic Edition (Springer LINK) BibTeX
• Simon Hawkins, Hongxing He, Graham J. Williams, Rohan A. Baxter:
  Outlier Detection Using Replicator Neural Networks. 170-180
  Electronic Edition (Springer LINK) BibTeX
• Viet Phan Luong:
  The Closed Keys Base of Frequent Itemsets. 181-190
  Electronic Edition (Springer LINK) BibTeX

Applications

• Yujin Lee, Wootaek Kim, Kyungsook Han:
  New Representation and Algorithm for Drawing RNA Structure with Pseudoknots. 191-201
  Electronic Edition (Springer LINK) BibTeX
• Stijn Viaene, Richard A. Derrig, Guido Dedene:
  Boosting Naive Bayes for Claim Fraud Diagnosis. 202-211
  Electronic Edition (Springer LINK) BibTeX
• Su-Jeong Ko, Jung-Hyun Lee:
  Optimization of Association Word Knowledge Base through Genetic Algorithm. 212-221
  Electronic Edition (Springer LINK) BibTeX
• Weiqiang Lin, Mehmet A. Orgun, Graham J. Williams:
  Mining Temporal Patterns from Health Care Data. 222-231
  Electronic Edition (Springer LINK) BibTeX

Data Warehouse Design

• Pedro Bizarro, Henrique Madeira:
  Adding a Performance-Oriented Perspective to Data Warehouse Design. 232-244
  Electronic Edition (Springer LINK) BibTeX
• Dennis Pedersen, Karsten Riis, Torben Bach Pedersen:
  Cost Modeling and Estimation for OLAP-XML Federations. 245-254
  Electronic Edition (Springer LINK) BibTeX
• Sourav S. Bhowmick, Wee Keong Ng, Sanjay Kumar Madria, Mukesh K. Mohania:
  Constraint-Free Join Processing on Hyperlinked Web Data. 255-264
  Electronic Edition (Springer LINK) BibTeX
• Cristina Dutra de Aguiar Ciferri, Fernando da Fonseca de Souza:
  Focusing on Data Distribution in the WebD²W System. 265-274
  Electronic Edition (Springer LINK) BibTeX

OLAP

• Wolfgang Hümmer, Wolfgang Lehner, Andreas Bauer, Lutz Schlesinger:
  A Decathlon in Multidimensional Modeling: Open Issues and Some Solutions. 275-285
  Electronic Edition (Springer LINK) BibTeX
• Xintao Wu, Daniel Barbará:
  Modeling and Imputation of Large Incomplete Multidimensional Datasets. 286-295
  Electronic Edition (Springer LINK) BibTeX
• Ladjel Bellatreche, Michel Schneider, Mukesh K. Mohania, Bharat K. Bhargava:
  PartJoin: An Efficient Storage and Query Execution for Data Warehouses. 296-306
  Electronic Edition (Springer LINK) BibTeX

Data Warehouse Maintenance

• Bin Liu, Songting Chen, Elke A. Rundensteiner:
  A Transactional Approach to Parallel Data Warehouse Maintenance. 307-316
  Electronic Edition (Springer LINK) BibTeX
• Robert M. Bruckner, Beate List, Josef Schiefer:
  Striving towards Near Real-Time Data Integration for Data Warehouses. 317-326
  Electronic Edition (Springer LINK) BibTeX
• Pedro Furtado, João Pedro Costa:
  Time-Interval Sampling for Improved Estimations in Data Warehouses. 327-338
  Electronic Edition (Springer LINK) BibTeX