| | | The mathematics of learning : dealing with data by T. Poggio and S. Smale | | 3 |
| | | Logical regression analysis : from mathematical formulas to linguistic rules by H. Tsukimoto | | 21 |
| | | A feature/attribute theory for association mining and constructing the complete feature set by Tsau Young Lin | | 63 |
| | | A new theoretical framework for K-means-type clustering by J. Peng and Y. Xia | | 79 |
| | | Clustering via decision tree construction by B. Liu and Y. Xia and P. S. Yu | | 99 |
| | | Incremental mining on association rules by W.-G. Teng and M.-S. Chen | | 125 |
| | | Mining association rules from tabular data guided by maximal frequent itemsets by Q. Zou and Y. Chen and W. W. Chu and X. Lu | | 163 |
| | | Sequential pattern mining by pattern-growth : principles and extensions by J. Han and J. Pei and X. Yan | | 183 |
| | | Web page classification by B. Choi and Z. Yao | | 221 |
| | | Web mining - concepts, applications and research directions by J. Srivastava and P. Desikan and V. Kumar | | 275 |
| | | Privacy-preserving data mining by C. Clifton and M. Kantarcioglu and J. Vaidya | | 309 |