| 1 | -- | 3 | Benjamin W. Wah, Xindong Wu. Editorial |
| 5 | -- | 32 | Robert Cooley, Bamshad Mobasher, Jaideep Srivastava. Data Preparation for Mining World Wide Web Browsing Patterns |
| 33 | -- | 60 | Xiaohua Hu, Nick Cercone. Data Mining via Discretization, Generalization and Rough Set Feature Selection |
| 61 | -- | 82 | David W. Patterson, Sarabjot S. Anand, Werner Dubitzky, John G. Hughes. Towards Automated Case Knowledge Discovery in the M:::2::: Case-Based Reasoning System |
| 83 | -- | 106 | Kai Ming Ting, Boon Toh Low, Ian H. Witten. Learning from Batched Data: Model Combination Versus Data Combination |
| 107 | -- | 117 | Brijesh Verma. Comparative Evaluation of Two Neural Network Based Techniques for Classification of Microcalcifications in Digital Mammograms |
| 119 | -- | 125 | Waldemar W. Koczkodaj, Michael W. Herman, Marian Orlowski. Managing Null Entries in Pairwise Comparisons |