| 0 | -- | 0 | Paul S. Bradley, Usama M. Fayyad, Sunita Sarawagi, Kyuseok Shim. Editorial |
| 1 | -- | 13 | Kristin P. Bennett, Colin Campbell. Support Vector Machines: Hype or Hallelujah? |
| 14 | -- | 20 | Jiawei Han, Jian Pei. Mining Frequent Patterns by Pattern-Growth: Methodology and Implications |
| 21 | -- | 27 | Laks V. S. Lakshmanan, Carson Kai-Sang Leung, Raymond T. Ng. The Segment Support Map: Scalable Mining of Frequent Itemsets |
| 28 | -- | 33 | Wei Wang 0010, Jiong Yang, Philip S. Yu. Mining Patterns in Long Sequential Data with Noise |
| 34 | -- | 38 | George Forman, Bin Zhang. Distributed Data Clustering Can Be Efficient and Exact |
| 39 | -- | 48 | Minos N. Garofalakis, Rajeev Rastogi. Scalable Data Mining with Model Constraints |
| 49 | -- | 55 | Claudia Diamantini, Maurizio Panti. An Efficient Data Compression Approach to the Classification Task |
| 56 | -- | 65 | William Maniatty, Mohammed Javeed Zaki. Systems Support for Scalable Data Mining |
| 66 | -- | 75 | Yves Bastide, Rafik Taouil, Nicolas Pasquier, Gerd Stumme, Lotfi Lakhal. Mining Frequent Patterns with Counting Inference |
| 76 | -- | 80 | Gregory Piatetsky-Shapiro, Sam Steingold. Measuring Lift Quality in Database Marketing |
| 81 | -- | 85 | Stephen D. Bay, Dennis F. Kibler, Michael J. Pazzani, Padhraic Smyth. The UCI KDD Archive of Large Data Sets for Data Mining Research and Experimentation |
| 86 | -- | 98 | Ron Kohavi, Carla E. Brodley, Brian Frasca, Llew Mason, Zijian Zheng. KDD-Cup 2000 Organizers Report: Peeling the Onion |
| 99 | -- | 102 | Marko Grobelnik, Dunja Mladenic, Natasa Milic-Frayling. Text Mining as Integration of Several Related Research Areas: Report on KDD 2000 Workshop on Text Mining |
| 103 | -- | 105 | Simeon J. Simoff, Osmar R. Zaïane. Report on MDM/KDD2000: The 1st International Workshop on Multimedia Data Mining |
| 106 | -- | 107 | Myra Spiliopoulou, Jaideep Srivastava, Ron Kohavi, Brij M. Masand. WEBKDD 2000 - Web Mining for E-Commerce |
| 108 | -- | 109 | Hillol Kargupta, Joydeep Ghosh, Vipin Kumar, Zoran Obradovic. Report from the Workshop on Distributed and Parallel Knowledge Discovery, ACM SIGKDD-2000 |
| 110 | -- | 114 | Ivan Bruha, Fazel Famili. Postprocessing in Machine Learning and Data Mining |
| 115 | -- | 116 | Alexander Tuzhilin. Report on the KDD2000 Panel Personalization and Data Mining: Exploring the Synergies |