| 2002 | The Power of Second-Order Decision Tables. | Rattikorn Hewett, John H. Leuchner |
| 2002 | Incremental Support Vector Machine Classification. | Glenn Fung, Olvi L. Mangasarian |
| 2002 | A Framework for Scalable Cost-sensitive Learning Based on Combing Probabilities and Benefits. | Wei Fan, Haixun Wang, Philip S. Yu, Salvatore J. Stolfo |
| 2002 | Ensemble-based Adaptive Intrusion Detection. | Wei Fan, Salvatore J. Stolfo |
| 2002 | Efficient Local Flexible Nearest Neighbor Classification. | Carlotta Domeniconi, Dimitrios Gunopulos |
| 2002 | A Clustering Technique for Mining Data from Text Tables. | Hasan Davulcu, Saikat Mukherjee, I. V. Ramakrishnan |
| 2002 | Visualizing Clustering Results. | Ian Davidson |
| 2002 | Discovering Frequent Substructures from Hierarchical Semi-structured Data. | Gao Cong, Lan Yi, Bing Liu, Ke Wang |
| 2002 | Iterative Deepening Dynamic Time Warping for Time Series. | Selina Chu, Eamonn J. Keogh, David M. Hart, Michael J. Pazzani |
| 2002 | A Data Parallel Approach for Large-Scale Gaussian Process Modeling. | Arindam Choudhury, Prasanth B. Nair, Andy J. Keane |
| 2002 | Extracting Precursor Rules from Time SeriesA Classical Statistical Viewpoint. | Joo B. D. Cabrera, Raman K. Mehra |
| 2002 | Learning Simple Relations: Theory and Applications. | Pavel Berkhin, Jonathan D. Becher |
| 2002 | On Scaling Up Balanced Clustering Algorithms. | Arindam Banerjee, Joydeep Ghosh |
| 2002 | Efficient Substructure Discovery from Large Semi-structured Data. | Tatsuya Asai, Kenji Abe, Shinji Kawasoe, Hiroki Arimura, Hiroshi Sakamoto, Setsuo Arikawa |
| 2002 | Explicit Thermodynamic Properties using Radial Basis Functions Neural Networks. | Olivier Adam, Olivier Lonard |
| 2001 | Generalized | Bin Zhang |
| 2001 | Hierarchical Classification of Real Life Documents. | Ke Wang, Senqiang Zhou, Yu He |
| 2001 | Looking for Nonlinearities in the Large Scale Dynamics of the Atmosphere. | Claudio Tebaldi, Doug Nychka, Grant Branstator |
| 2001 | Information Theoretic Feature Crediting in Multiclass Support Vector Machines. | Vikas Sindhwani, P. Bhattacharya, Subrata Rakshit |
| 2001 | On the performance of bisecting K-means and PDDP. | Sergio M. Savaresi, Daniel Boley |
| 2001 | Improved Spatial-Temporal Forecasting through Modelling of Spatial Residuals in Recent History. | Dragoljub Pokrajac, Zoran Obradovic |
| 2001 | Shared State for Client-Server Mining. | Srinivasan Parthasarathy, Sandhya Dwarkadas |
| 2001 | A Fourier Analysis Based Approach to Learning Decision Trees in a Distributed Environment. | Byung-Hoon Park, Rajeev Ayyagari, Hillol Kargupta |
| 2001 | Using Simulated Pseudo Data To Speed Up Statistical Predictive Modeling From Massive Data Sets. | Ramesh Natarajan, Edwin P. D. Pednault |
| 2001 | Adaptive Grids for Clustering Massive Data Sets. | Harsha S. Nagesh, Sanjay Goil, Alok N. Choudhary |