Date: Fri, 1 Oct 1999 14:47:40 -0400 From: Sharon Palleschi Sharon.Palleschi@wkap.com Subject: Data Mining and Knowledge Discovery Contents: volume 3, 1999 The following is the toc for DAMI Volume 3, 1999. DAMI 3:1 Guest Editorial Saso Dzeroski, Nada Lavrac Discovery of Frequent DATALOG Patterns Luc Dehaspe, Hannu Toivonen Feature Construction with Inductive Logic Programming: A Study of Quantitative Predictions of Biological Activity Aided by Structural Attributes Ashwin Srinivasan, Ross D. King Scaling Up Inductive Logic Programming by Learning from Interpretations Hendrik Blockeel, Luc De Raedt, Nico Jacobs, Bart Demoen A Study of Two Sampling Methods for Analysing Large Datasets with ILP Ashwin Srinivasan DAMI 3:2 A Survey of Methods for Scaling Up Inductive Algorithms Foster Provost, Venkateswarlu Kolluri A Scalable Parallel Algorithm for Self-Organizing Maps with Applications to Sparse Data Mining Problems R. D. Lawrence, G. S. Almasi, H. E. Rushmeier Partitioning Nominal Attributes in Decision Trees Don Coppersmith, Se June Hong, R. M. Hosking SHORT APPLICATION: CHAMP: A Prototype for Automated Cellular Churn Prediction Brij Masand, Piew Datta, D. R. Mani, Bin Li DAMI 3:3 Editorial for Special Issue on Scaling Data Mining Algorithms, Applications and Systems to Massive Data Sets by Applying High Performance Computing Technology Guest Editors: Hike Guo, Robert Grossman Parallel Formulations of Decision-Tree Classification Algorithms A. Srivastava, E. Han, V. Kumar, V. Singh A Fast Parallel Clustering Algorithm for Large Spatial Databases Xiaowei Xu, Jochen Jaeger, Hans-Peter Kriegel Effect of Data Distribution in Parallel Mining of Associations David W. Cheung, Yongqiao Xiao Parallel Learning of Belief Networks in Large and Difficult Domains Y. Xiang, T. Chu DAMI 3:4 Dmajor - Application Programming Interface for Database Mining Tomasz Imielinski, Aashu Virmani, Amin Abdulghani MSQL: A Query Language for Database Mining Tomasz Imielinski, Aashu Virmani The Role of Occam's Razor in Knowledge Discovery Pedro Domingos
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