Data Mining and Knowledge Discovery, Volume 7

Volume 7, Number 1, January 2003

• Jean-François Boulicaut, Artur Bykowski, Christophe Rigotti: Free-Sets: A Condensed Representation of Boolean Data for the Approximation of Frequency Queries. 5-22
• Minos N. Garofalakis, Aristides Gionis, Rajeev Rastogi, S. Seshadri, Kyuseok Shim: XTRACT: Learning Document Type Descriptors from XML Document Collections. 23-56
• Jeremy Kepner, Rita Kim: Cluster Detection in Databases: The Adaptive Matched Filter Algorithm and Implementation. 57-79
• Won Y. Kim, Byoung-Ju Choi, Eui Kyeong Hong, Soo-Kyung Kim, Doheon Lee: A Taxonomy of Dirty Data. 81-99
• Art B. Owen: Data Squashing by Empirical Likelihood. 101-113

Volume 7, Number 2, April 2003

• Daniel Barbará, Ping Chen: Using Self-Similarity to Cluster Large Data Sets. 123-152
• Brock Barber, Howard J. Hamilton: Extracting Share Frequent Itemsets with Infrequent Subsets. 153-185
• Minos N. Garofalakis, Dongjoon Hyun, Rajeev Rastogi, Kyuseok Shim: Building Decision Trees with Constraints. 187-214
• David M. Rocke, Jian J. Dai: Sampling and Subsampling for Cluster Analysis in Data Mining: With Applications to Sky Survey Data. 215-232

Volume 7, Number 3, July 2003

• David J. Hand, Daniel A. Keim, Raymond T. Ng:
  Guest Editorial. 239-240
  
• Cristian Bucila, Johannes Gehrke, Daniel Kifer, Walker M. White:
  DualMiner: A Dual-Pruning Algorithm for Itemsets with Constraints. 241-272
  
• Darya Chudova, Padhraic Smyth:
  Analysis of Pattern Discovery in Sequences Using a Bayes Error Framework. 273-299
  
• Greg Ridgeway, David Madigan:
  A Sequential Monte Carlo Method for Bayesian Analysis of Massive Datasets. 301-319
  
• Saharon Rosset, Einat Neumann, Uri Eick, Nurit Vatnik:
  Customer Lifetime Value Models for Decision Support. 321-339
  

Volume 7, Number 4, October 2003

• David J. Hand, Daniel A. Keim, Raymond T. Ng:
  Guest Editorial. 347-348
  
• Eamonn J. Keogh, Shruti Kasetty:
  On the Need for Time Series Data Mining Benchmarks: A Survey and Empirical Demonstration. 349-371
  
• Jon M. Kleinberg:
  Bursty and Hierarchical Structure in Streams. 373-397
  
• Igor V. Cadez, David Heckerman, Christopher Meek, Padhraic Smyth, Steven White:
  Model-Based Clustering and Visualization of Navigation Patterns on a Web Site. 399-424