Data Mining and Knowledge Discovery, Volume 3

Volume 3, Number 1, March 1999

• Saso Dzeroski, Nada Lavrac:
  Editorial. 5-6
  
• Luc Dehaspe, Hannu Toivonen:
  Discovery of Frequent DATALOG Patterns. 7-36
  
• Ashwin Srinivasan, Ross D. King:
  Feature Construction with Inductive Logic Programming: A Study of Quantitative Predictions of Biological Activity Aided by Structural Attributes. 37-57
  
• Hendrik Blockeel, Luc De Raedt, Nico Jacobs, Bart Demoen:
  Scaling Up Inductive Logic Programming by Learning from Interpretations. 59-93
  
• Ashwin Srinivasan:
  A Study of Two Sampling Methods for Analyzing Large Datasets with ILP. 95-123
  

Volume 3, Number 2, June 1999

• Foster J. Provost, Venkateswarlu Kolluri:
  A Survey of Methods for Scaling Up Inductive Algorithms. 131-169
  
• Richard D. Lawrence, George S. Almasi, Holly E. Rushmeier:
  A Scalable Parallel Algorithm for Self-Organizing Maps with Applications to Sparse Data Mining Problems. 171-195
  
• Don Coppersmith, Se June Hong, Jonathan R. M. Hosking:
  Partitioning Nominal Attributes in Decision Trees. 197-217
  
• Brij M. Masand, Piew Datta, D. R. Mani, Bin Li:
  CHAMP: A Prototype for Automated Cellular Churn Prediction. 219-225
  

Volume 3, Number 3, September 1999

• Yike Guo, Robert L. Grossman:
  Editorial. 235-236
  
• Anurag Srivastava, Eui-Hong Han, Vipin Kumar, Vineet Singh:
  Parallel Formulations of Decision-Tree Classification Algorithms. 237-261
  
• Xiaowei Xu, Jochen Jäger, Hans-Peter Kriegel:
  A Fast Parallel Clustering Algorithm for Large Spatial Databases. 263-290
  
• David Wai-Lok Cheung, Yongqiao Xiao:
  Effect of Data Distribution in Parallel Mining of Associations. 291-314
  
• Yang Xiang, Tongsheng Chu:
  Parallel Learning of Belief Networks in Large and Difficult Domains. 315-339
  

Volume 3, Number 4, December 1999

• Tomasz Imielinski, Aashu Virmani, Amin Abdulghani:
  DMajor-Application Programming Interface for Database Mining. 347-372
  
• Tomasz Imielinski, Aashu Virmani:
  MSQL: A Query Language for Database Mining. 373-408
  
• Pedro Domingos:
  The Role of Occam's Razor in Knowledge Discovery. 409-425
  

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