| 2003 | PAKDD | Data Mining as an Automated Service. | Paul S. Bradley |
| 2001 | KDD | E-business enterprise data mining. | Usama M. Fayyad, Neal Rothleder, Paul S. Bradley |
| 2001 | KDD | Efficient discovery of error-tolerant frequent itemsets in high dimensions. | Cheng Yang, Usama M. Fayyad, Paul S. Bradley |
| 2000 | ICPR | Clustering Very Large Databases Using EM Mixture Models. | Paul S. Bradley, Cory Reina, Usama M. Fayyad |
| 1999 | KDD | Compressed Data Cubes for OLAP Aggregate Query Approximation on Continuous Dimensions. | Jayavel Shanmugasundaram, Usama M. Fayyad, Paul S. Bradley |
| 1998 | ICASSP | Parsimonious side propagation. | Paul S. Bradley, Olvi L. Mangasarian |
| 1998 | ICML | Refining Initial Points for K-Means Clustering. | Paul S. Bradley, Usama M. Fayyad |
| 1998 | ICML | Feature Selection via Concave Minimization and Support Vector Machines. | Paul S. Bradley, Olvi L. Mangasarian |
| 1998 | KDD | Scaling Clustering Algorithms to Large Databases. | Paul S. Bradley, Usama M. Fayyad, Cory Reina |
| 1998 | KDD | Initialization of Iterative Refinement Clustering Algorithms. | Usama M. Fayyad, Cory Reina, Paul S. Bradley |