| 2003 | Association Rules and Dempster-Shafer Theory of Evidence. | Tetsuya Murai, Yasuo Kudo, Yoshiharu Sato |
| 2003 | An Algorithm for Discovery of New Families of Optimal Regular Networks. | Oleg G. Monakhov, Emilia A. Monakhova |
| 2003 | Chaining Patterns. | Taneli Mielikinen |
| 2003 | Improving Efficiency of Frequent Query Discovery by Eliminating Non-relevant Candidates. | Jrme Maloberti, Einoshin Suzuki |
| 2003 | Discovery of Cellular Automata Rules Using Cases. | Ken-ichi Maeda, Chiaki Sakama |
| 2003 | Mining RNA Structure Elements from the Structure Data of Protein-RNA Complexes. | Daeho Lim, Kyungsook Han |
| 2003 | Prediction of Molecular Bioactivity for Drug Design Using a Decision Tree Algorithm. | Sanghoon Lee, Jihoon Yang, Kyung-Whan Oh |
| 2003 | A Genetic Algorithm for Inferring Pseudoknotted RNA Structures from Sequence Data. | Dongkyu Lee, Kyungsook Han |
| 2003 | Signal Extraction and Knowledge Discovery Based on Statistical Modeling. | Genshiro Kitagawa |
| 2003 | Business Application for Sales Transaction Data by Using Genome Analysis Technology. | Naoki Katoh, Katsutoshi Yada, Yukinobu Hamuro |
| 2003 | Clustering Orders. | Toshihiro Kamishima, Jun Fujiki |
| 2003 | Discovery of User Preference in Personalized Design Recommender System through Combining Collaborative Filtering and Content Based Filtering. | Kyung-Yong Jung, Jason J. Jung, Jung-Hyun Lee |
| 2003 | What Kinds and Amounts of Causal Knowledge Can Be Acquired from Text by Using Connective Markers as Clues? | Takashi Inui, Kentaro Inui, Yuji Matsumoto |
| 2003 | Extraction of Coverings as Monotone DNF Formulas. | Kouichi Hirata, Ryosuke Nagazumi, Masateru Harao |
| 2003 | An Optimal Strategy for Extracting Probabilistic Rules by Combining Rough Sets and Genetic Algorithm. | Xiaoshu Hang, Honghua Dai |
| 2003 | Elements of an Agile Discovery Environment. | Peter A. Grigoriev, Serhiy A. Yevtushenko |
| 2003 | Discovering Ecosystem Models from Time-Series Data. | Dileep George, Kazumi Saito, Pat Langley, Stephen D. Bay, Kevin R. Arrigo |
| 2003 | Performance Evaluation of Decision Tree Graph-Based Induction. | Warodom Geamsakul, Takashi Matsuda, Tetsuya Yoshida, Hiroshi Motoda, Takashi Washio |
| 2003 | Performance Analysis of a Greedy Algorithm for Inferring Boolean Functions. | Daiji Fukagawa, Tatsuya Akutsu |
| 2003 | Dialectical Evidence Assembly for Discovery. | Alistair Fletcher, John Davis |
| 2003 | SA-Optimized Multiple View Smooth Polyhedron Representation NN. | Mohamad Ivan Fanany, Itsuo Kumazawa |
| 2003 | Abduction and the Dualization Problem. | Thomas Eiter, Kazuhisa Makino |
| 2003 | Modelling Soil Radon Concentration for Earthquake Prediction. | Saso Dzeroski, Ljupco Todorovski, Boris Zmazek, Janja Vaupotic, Ivan Kobal |
| 2003 | Using Constraints in Discovering Dynamics. | Saso Dzeroski, Ljupco Todorovski, Peter Ljubic |
| 2003 | Mining Frequent Itemsets with Category-Based Constraints. | Tien Dung Do, Siu Cheung Hui, Alvis Cheuk M. Fong |