Data Mining and Knowledge Discovery, Volume 1

Volume 1, Number 1, March 1997

• Clark Glymour, David Madigan, Daryl Pregibon, Padhraic Smyth: Statistical Themes and Lessons for Data Mining. 11-28
• Jim Gray, Surajit Chaudhuri, Adam Bosworth, Andrew Layman, Don Reichart, Murali Venkatrao, Frank Pellow, Hamid Pirahesh: Data Cube: A Relational Aggregation Operator Generalizing Group-by, Cross-Tab, and Sub Totals. 29-53
• Jerome H. Friedman: On Bias, Variance, 0/1-Loss, and the Curse-of-Dimensionality. 55-77
• David Heckerman: Bayesian Networks for Data Mining. 79-119
• Inderpal S. Bhandari, Edward Colet, Jennifer Parker, Zachary Pines, Rajiv Pratap, Krishnakumar Ramanujam: Advanced Scout: Data Mining and Knowledge Discovery in NBA Data. 121-125

Volume 1, Number 2, June 1997

• Tian Zhang, Raghu Ramakrishnan, Miron Livny: BIRCH: A New Data Clustering Algorithm and Its Applications. 141-182
• Olvi L. Mangasarian: Mathematical Programming in Data Mining. 183-201
• Gregory F. Cooper: A Simple Constraint-Based Algorithm for Efficiently Mining Observational Databases for Causal Relationships. 203-224
• Kenneth C. Cox, Stephen G. Eick, Graham J. Wills, Ronald J. Brachman: Visual Data Mining: Recognizing Telephone Calling Fraud. 225-231

Volume 1, Number 3, September 1997

• Heikki Mannila, Hannu Toivonen: Levelwise Search and Borders of Theories in Knowledge Discovery. 241-258
• Heikki Mannila, Hannu Toivonen, A. Inkeri Verkamo: Discovery of Frequent Episodes in Event Sequences. 259-289
• Tom Fawcett, Foster J. Provost: Adaptive Fraud Detection. 291-316
• Steven Salzberg: On Comparing Classifiers: Pitfalls to Avoid and a Recommended Approach. 317-328

Volume 1, Number 4, December 1997

• Paul E. Stolorz, Ron Musick: Editorial. 339-341
• Mohammed Javeed Zaki, Srinivasan Parthasarathy, Mitsunori Ogihara, Wei Li: Parallel Algorithms for Discovery of Association Rules. 343-373
• Haim Schweitzer: A Distributed Algorithm for Content Based Indexing of Images by Projections on Ritz Primary Images. 375-390
• Sanjay Goil, Alok N. Choudhary: High Performance OLAP and Data Mining on Parallel Computers. 391-417
• David W. Pfitzner, John K. Salmon, Thomas L. Sterling: Halo World: Tools for Parallel Cluster Finding in Astrophysical N-body Simulations. 419-438