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
  

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