Data Mining and Knowledge Discovery, Volume 5

Volume 5, Number 1/2, January 2001

• Ron Kohavi, Foster J. Provost: Applications of Data Mining to Electronic Commerce. 5-10
• Richard D. Lawrence, George S. Almasi, Vladimir Kotlyar, Marisa S. Viveros, Sastry Duri: Personalization of Supermarket Product Recommendations. 11-32
• Gediminas Adomavicius, Alexander Tuzhilin: Expert-Driven Validation of Rule-Based User Models in Personalization Applications. 33-58
• Juhnyoung Lee, Mark Podlaseck, Edith Schonberg, Robert Hoch: Visualization and Analysis of Clickstream Data of Online Stores for Understanding Web Merchandising. 59-84
• Myra Spiliopoulou, Carsten Pohle: Data Mining for Measuring and Improving the Success of Web Sites. 85-114
• J. Ben Schafer, Joseph A. Konstan, John Riedl: E-Commerce Recommendation Applications. 115-153

Volume 5, Number 3, July 2001

• Paolo Giudici, David Heckerman, Joe Whittaker: Statistical Models for Data Mining. 163-165
• Corinna Cortes, Daryl Pregibon: Signature-Based Methods for Data Streams. 167-182
• Paolo Giudici, Robert Castelo: Association Models for Web Mining. 183-196
• Volker Tresp: Scaling Kernel-Based Systems to Large Data Sets. 197-211
• Stephen D. Bay, Michael J. Pazzani: Detecting Group Differences: Mining Contrast Sets. 213-246

Volume 5, Number 4, October 2001

• Sunita Sarawagi: iDiff: Informative Summarization of Differences in Multidimensional Aggregates. 255-276
• Eddie C. Shek, Richard R. Muntz, Edmond Mesrobian: Extensible Parallel Query Processing for Exploratory Geoscientific Data Mining. 277-304
• Sean Wallis, Gerald Nelson: Knowledge Discovery in Grammatically Analysed Corpora. 305-335
• Machiel Westerdijk, David Barber, Wim Wiegerinck: Deterministic Generative Models for Fast Feature Discovery. 337-363