| 2002 | A Compositional Framework for Mining Longest Ranges. Haiyan Zhao, Zhenjiang Hu, Masato Takeichi |
| 2002 | A Hybrid Approach for Chinese Named Entity Recognition. Xiaoshan Fang, Huanye Sheng |
| 2002 | A Study on the Effect of Class Distribution Using Cost-Sensitive Learning. Kai Ming Ting |
| 2002 | ARISTA Causal Knowledge Discovery from Texts. John Kontos, Areti Elmaoglou, Ioanna Malagardi |
| 2002 | Automatic Wrapper Generation for Multilingual Web Resources. Yasuhiro Yamada, Daisuke Ikeda, Sachio Hirokawa |
| 2002 | Combining Multiple K-Nearest Neighbor Classifiers for Text Classification by Reducts. Yongguang Bao, Naohiro Ishii |
| 2002 | DNA-Tract Curvature Profile Reconstruction: A Fragment Flipping Algorithm. Daniele Masotti |
| 2002 | Data Mining with Graphical Models. Rudolf Kruse, Christian Borgelt |
| 2002 | Datascape Survey Using the Cascade Model. Takashi Okada |
| 2002 | Discovering Best Variable-Length-Don't-Care Patterns. Shunsuke Inenaga, Hideo Bannai, Ayumi Shinohara, Masayuki Takeda, Setsuo Arikawa |
| 2002 | Discovering Frequent Structured Patterns from String Databases: An Application to Biological Sequences. Luigi Palopoli, Giorgio Terracina |
| 2002 | Discovery Process on the WWW: Analysis Based on a Theory of Scientific Discovery. Hitomi Saito, Kazuhisa Miwa |
| 2002 | Discovery Science, 5th International Conference, DS 2002, Lübeck, Germany, November 24-26, 2002, Proceedings Steffen Lange, Ken Satoh, Carl H. Smith |
| 2002 | Discovery in Hydrating Plaster Using Machine Learning Methods. Judith Ellen Devaney, John G. Hagedorn |
| 2002 | Discovery of Maximal Analogies between Stories. Makoto Haraguchi, Shigetora Nakano, Masaharu Yoshioka |
| 2002 | Email Categorization Using Fast Machine Learning Algorithms. Jihoon Yang, Sung-Yong Park |
| 2002 | Event Pattern Discovery from the Stock Market Bulletin. Fang Li, Huanye Sheng, Dongmo Zhang |
| 2002 | Evolution Map: Modeling State Transition of Typhoon Image Sequences by Spatio-Temporal Clustering. Asanobu Kitamoto |
| 2002 | Experiments with Projection Learning. Tapio Elomaa, Jussi T. Lindgren |
| 2002 | Extraction of Logical Rules from Data by Means of Piecewise-Linear Neural Networks. Martin Holena |
| 2002 | Extraction of Word Senses from Human Factors in Knowledge Discovery. Yoo-Jin Moon, Minkoo Kim, Youngho Hwang, Pankoo Kim, Kijoon Choi |
| 2002 | Feature Selection for Propositionalization. Mark-A. Krogel, Stefan Wrobel |
| 2002 | From Ensemble Methods to Comprehensible Models. César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana |
| 2002 | Generalized Musical Pattern Discovery by Analogy from Local Viewpoints. Olivier Lartillot |
| 2002 | Handling Feature Ambiguity in Knowledge Discovery from Time Series. Frank Höppner |
| 2002 | Image Analysis for Detecting Faulty Spots from Microarray Images. Salla Ruosaari, Jaakko Hollmén |
| 2002 | Improved Dataset Characterisation for Meta-learning. Yonghong Peng, Peter A. Flach, Carlos Soares, Pavel Brazdil |
| 2002 | In Search of the Horowitz Factor: Interim Report on a Musical Discovery Project. Gerhard Widmer |
| 2002 | Inferring Gene Regulatory Networks from Time-Ordered Gene Expression Data Using Differential Equations. Michiel J. L. de Hoon, Seiya Imoto, Satoru Miyano |
| 2002 | Invention vs. Discovery. Carlotta Piscopo, Mauro Birattari |
| 2002 | Knowledge Discovery as Applied to Music: Will Music Web Retrieval Revolutionize Musicology? Francis Rousseaux, Alain Bonardi |
| 2002 | Learning Hierarchical Skills from Observation. Ryutaro Ichise, Daniel G. Shapiro, Pat Langley |
| 2002 | Learning Structure from Sequences, with Applications in a Digital Library. Ian H. Witten |
| 2002 | Learning the Causal Structure of Overlapping Variable Sets. David Danks |
| 2002 | Mathematics Based on Learning. Susumu Hayashi |
| 2002 | Mining Patterns from Structured Data by Beam-Wise Graph-Based Induction. Takashi Matsuda, Hiroshi Motoda, Tetsuya Yoshida, Takashi Washio |
| 2002 | Model Complexity and Algorithm Selection in Classification. Melanie Hilario |
| 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 | Post-processing Operators for Browsing Large Sets of Association Rules. Alípio Jorge, João Poças, Paulo J. Azevedo |
| 2002 | Process Mining: Discovering Direct Successors in Process Logs. Laura Maruster, A. J. M. M. Weijters, Wil M. P. van der Aalst, Antal van den Bosch |
| 2002 | Racing Committees for Large Datasets. Eibe Frank, Geoffrey Holmes, Richard Kirkby, Mark Hall |
| 2002 | Revising Qualitative Models of Gene Regulation. Kazumi Saito, Stephen D. Bay, Pat Langley |
| 2002 | SEuS: Structure Extraction Using Summaries. Shayan Ghazizadeh, Sudarshan S. Chawathe |
| 2002 | Structure-Sweetness Relationships of Aspartame Derivatives by GUHA. Jaroslava Halova, Premysl Zak, Pavel Stopka, Tomoaki Yuzuri, Yukino Abe, Kazuhisa Sakakibara, Hiroko Suezawa, Minoru Hirota |
| 2002 | Structuring Neural Networks through Bidirectional Clustering of Weights. Kazumi Saito, Ryohei Nakano |
| 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 | The Extra-Theoretical Dimension of Discovery. Extracting Knowledge by Abduction. Lorenzo Magnani, Matteo Piazza, Riccardo Dossena |
| 2002 | Toward Drawing an Atlas of Hypothesis Classes: Approximating a Hypothesis via Another Hypothesis Model. Osamu Maruyama, Takayoshi Shoudai, Satoru Miyano |
| 2002 | Using Genetic Algorithms-Based Approach for Better Decision Trees: A Computational Study. Zhiwei Fu |