| 89 | -- | 93 | Xingquan Zhu, Chengqi Zhang, David L. Olson. Editorial |
| 95 | -- | 124 | Mohamed Farouk Abdel Hady, Friedhelm Schwenker. Co-Training by Committee: A Generalized Framework for Semi-Supervised Learning with Committees |
| 125 | -- | 139 | Taufik Djatna, Yasuhiko Morimoto. Attribute Selection for Numerical Databases that Contain Correlations |
| 141 | -- | 161 | Manjeet Rege, Qi Yu. Effcient Mining of Heterogeneous Star-Structured Data |
| 163 | -- | 179 | Mathieu Roche, Violaine Prince. Managing the Acronym/Expansion Identification Process for Text-Mining Applications |
| 181 | -- | 197 | Peng Zhang, Zhiwang Zhang, Aihua Li, Yong Shi. Global and Local (Glocal) Bagging Approach for Classifying Noisy Dataset |
| 199 | -- | 214 | Anthony Quinn, Andrew Stranieri, John Yearwood, Gaudenz Hafen, Herbert F. Jelinek. AWSum-Combining Classification with Knowledge Aquisition |
| 215 | -- | 231 | Nicolas Pasquier, Claude Pasquier, Laurent Brisson, Martine Collard. Mining Gene Expression Data using Domain Knowledge |
| 233 | -- | 248 | Xi Bai, Jigui Sun, Haiyan Che, Lian Shi. Towards Knowledge Acquisition from Semi-Structured Content |