| 87 | -- | 88 | Surajit Chaudhuri. Guest Editorial |
| 89 | -- | 125 | Sunita Sarawagi, Shiby Thomas, Rakesh Agrawal. Integrating Association Rule Mining with Relational Database Systems: Alternatives and Implications |
| 127 | -- | 162 | Johannes Gehrke, Raghu Ramakrishnan, Venkatesh Ganti. RainForest - A Framework for Fast Decision Tree Construction of Large Datasets |
| 163 | -- | 192 | Craig Silverstein, Sergey Brin, Rajeev Motwani, Jeffrey D. Ullman. Scalable Techniques for Mining Causal Structures |
| 193 | -- | 216 | Martin Ester, Alexander Frommelt, Hans-Peter Kriegel, Jörg Sander. Spatial Data Mining: Database Primitives, Algorithms and Efficient DBMS Support |
| 217 | -- | 240 | Roberto J. Bayardo Jr., Rakesh Agrawal, Dimitrios Gunopulos. Constraint-Based Rule Mining in Large, Dense Databases |