| 2003 | Effects of Unreliable Group Profiling by Means of Data Mining. | Bart Custers |
| 2003 | Discovering Rich Navigation Patterns on a Web Site. | Karine Chevalier, Ccile Bothorel, Vincent Corruble |
| 2003 | Automatic Classification for the Identification of Relationships in a Meta-Data Repository. | Gerd Beuster, Ulrich Furbach, Margret Gro-Hardt, Bernd Thomas |
| 2003 | Discovering Frequent Substructures in Large Unordered Trees. | Tatsuya Asai, Hiroki Arimura, Takeaki Uno, Shin-Ichi Nakano |
| 2002 | A Compositional Framework for Mining Longest Ranges. | Haiyan Zhao, Zhenjiang Hu, Masato Takeichi |
| 2002 | Email Categorization Using Fast Machine Learning Algorithms. | Jihoon Yang, Sung-Yong Park |
| 2002 | Automatic Wrapper Generation for Multilingual Web Resources. | Yasuhiro Yamada, Daisuke Ikeda, Sachio Hirokawa |
| 2002 | Learning Structure from Sequences, with Applications in a Digital Library. | Ian H. Witten |
| 2002 | In Search of the Horowitz Factor: Interim Report on a Musical Discovery Project. | Gerhard Widmer |
| 2002 | A Study on the Effect of Class Distribution Using Cost-Sensitive Learning. | Kai Ming Ting |
| 2002 | On the Eigenspectrum of the Gram Matrix and Its Relationship to the Operator Eigenspectrum. | John Shawe-Taylor, Christopher K. I. Williams, Nello Cristianini, Jaz S. Kandola |
| 2002 | Structuring Neural Networks through Bidirectional Clustering of Weights. | Kazumi Saito, Ryohei Nakano |
| 2002 | Discovery Process on the WWW: Analysis Based on a Theory of Scientific Discovery. | Hitomi Saito, Kazuhisa Miwa |
| 2002 | Revising Qualitative Models of Gene Regulation. | Kazumi Saito, Stephen D. Bay, Pat Langley |
| 2002 | Image Analysis for Detecting Faulty Spots from Microarray Images. | Salla Ruosaari, Jaakko Hollmn |
| 2002 | Knowledge Discovery as Applied to Music: Will Music Web Retrieval Revolutionize Musicology? | Francis Rousseaux, Alain Bonardi |
| 2002 | Invention vs. Discovery. | Carlotta Piscopo, Mauro Birattari |
| 2002 | Improved Dataset Characterisation for Meta-learning. | Yonghong Peng, Peter A. Flach, Carlos Soares, Pavel Brazdil |
| 2002 | Discovering Frequent Structured Patterns from String Databases: An Application to Biological Sequences. | Luigi Palopoli, Giorgio Terracina |
| 2002 | Datascape Survey Using the Cascade Model. | Takashi Okada |
| 2002 | Subspace Clustering Based on Compressibility. | Masaki Narahashi, Einoshin Suzuki |
| 2002 | The Emergence of Artificial Creole by the EM Algorithm. | Makoto Nakamura, Satoshi Tojo |
| 2002 | Extraction of Word Senses from Human Factors in Knowledge Discovery. | Yoo-Jin Moon, Minkoo Kim, Youngho Hwang, Pankoo Kim, Kijoon Choi |
| 2002 | Mining Patterns from Structured Data by Beam-Wise Graph-Based Induction. | Takashi Matsuda, Hiroshi Motoda, Tetsuya Yoshida, Takashi Washio |
| 2002 | DNA-Tract Curvature Profile Reconstruction: A Fragment Flipping Algorithm. | Daniele Masotti |