Journal: Data Min. Knowl. Discov.

Volume 6, Issue 4

303 -- 360Johannes Grabmeier, Andreas Rudolph. Techniques of Cluster Algorithms in Data Mining
361 -- 391William H. Hsu, Michael Welge, Thomas Redman, David Clutter. High-Performance Commercial Data Mining: A Multistrategy Machine Learning Application
393 -- 423Huan Liu, Farhad Hussain, Chew Lim Tan, Manoranjan Dash. Discretization: An Enabling Technique

Volume 6, Issue 3

219 -- 257Tomasz Imielinski, Leonid Khachiyan, Amin Abdulghani. Cubegrades: Generalizing Association Rules
259 -- 275Yi Lin. Support Vector Machines and the Bayes Rule in Classification
277 -- 293Joseph Ramsey, Paul Gazis, Ted Roush, Peter Spirtes, Clark Glymour. Automated Remote Sensing with Near Infrared Reflectance Spectra: Carbonate Recognition

Volume 6, Issue 2

115 -- 130Huan Liu, Hiroshi Motoda. On Issues of Instance Selection
131 -- 152Carlos Domingo, Ricard Gavaldà, Osamu Watanabe. Adaptive Sampling Methods for Scaling Up Knowledge Discovery Algorithms
153 -- 172Henry Brighton, Chris Mellish. Advances in Instance Selection for Instance-Based Learning Algorithms
173 -- 190David Madigan, Nandini Raghavan, William DuMouchel, Martha Nason, Christian Posse, Greg Ridgeway. Likelihood-Based Data Squashing: A Modeling Approach to Instance Construction
191 -- 210Thomas Reinartz. A Unifying View on Instance Selection

Volume 6, Issue 1

5 -- 8Ron Kohavi, Brij M. Masand, Myra Spiliopoulou, Jaideep Srivastava. Web Mining
9 -- 35Pang-Ning Tan, Vipin Kumar. Discovery of Web Robot Sessions Based on their Navigational Patterns
37 -- 59Bettina Berendt. Using Site Semantics to Analyze, Visualize, and Support Navigation
61 -- 82Bamshad Mobasher, Honghua Dai, Tao Luo, Miki Nakagawa. Discovery and Evaluation of Aggregate Usage Profiles for Web Personalization
83 -- 105Weiyang Lin, Sergio A. Alvarez, Carolina Ruiz. Efficient Adaptive-Support Association Rule Mining for Recommender Systems