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Data Mining and Knowledge Discovery, Volume 1

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Volume 1, Number 1, March 1997

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Clark Glymour, David Madigan, Daryl Pregibon, Padhraic Smyth:
Statistical Themes and Lessons for Data Mining. 11-28
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  - journals/datamine/GrayCBLRVPP97
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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
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  - journals/datamine/Friedman97
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Jerome H. Friedman:
On Bias, Variance, 0/1-Loss, and the Curse-of-Dimensionality. 55-77
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  - journals/datamine/Heckerman97
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David Heckerman:
Bayesian Networks for Data Mining. 79-119
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  - journals/datamine/BhandariCPPPR97
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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

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Tian Zhang, Raghu Ramakrishnan, Miron Livny:
BIRCH: A New Data Clustering Algorithm and Its Applications. 141-182
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  - journals/datamine/Mangasarian97
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Olvi L. Mangasarian:
Mathematical Programming in Data Mining. 183-201
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  - journals/datamine/Cooper97
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Gregory F. Cooper:
A Simple Constraint-Based Algorithm for Efficiently Mining Observational Databases for Causal Relationships. 203-224
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  - journals/datamine/CoxEWB97
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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

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Heikki Mannila, Hannu Toivonen:
Levelwise Search and Borders of Theories in Knowledge Discovery. 241-258
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Heikki Mannila, Hannu Toivonen, A. Inkeri Verkamo:
Discovery of Frequent Episodes in Event Sequences. 259-289
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  - journals/datamine/FawcettP97
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Tom Fawcett, Foster J. Provost:
Adaptive Fraud Detection. 291-316
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  - journals/datamine/Salzberg97
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Steven Salzberg:
On Comparing Classifiers: Pitfalls to Avoid and a Recommended Approach. 317-328

Volume 1, Number 4, December 1997

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Paul E. Stolorz, Ron Musick:
Editorial. 339-341
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Mohammed Javeed Zaki, Srinivasan Parthasarathy, Mitsunori Ogihara, Wei Li:
Parallel Algorithms for Discovery of Association Rules. 343-373
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  - journals/datamine/Schweitzer97
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Haim Schweitzer:
A Distributed Algorithm for Content Based Indexing of Images by Projections on Ritz Primary Images. 375-390
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Sanjay Goil, Alok N. Choudhary:
High Performance OLAP and Data Mining on Parallel Computers. 391-417
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  - journals/datamine/PfitznerSS97
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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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