| 2006 | Automatic Construction of Static Evaluation Functions for Computer Game Players. | Makoto Miwa, Daisaku Yokoyama, Takashi Chikayama |
| 2006 | Mathematical Models of Category-Based Induction. | Mizuho Mishima, Makoto Kikuchi |
| 2006 | Symmetric Item Set Mining Based on Zero-Suppressed BDDs. | Shin-ichi Minato |
| 2006 | Itemset Support Queries Using Frequent Itemsets and Their Condensed Representations. | Taneli Mielikinen, Pance Panov, Saso Dzeroski |
| 2006 | Interpreting Microarray Experiments Via Co-expressed Gene Groups Analysis (CGGA). | Ricardo Martnez, Nicolas Pasquier, Claude Pasquier, Lucero Lopez-Perez |
| 2006 | Experiences from a Socio-economic Application of Induction Trees. | Fabio B. Losa, Pau Origoni, Gilbert Ritschard |
| 2006 | A Voronoi Diagram Approach to Autonomous Clustering. | Heidi Koivistoinen, Minna Ruuska, Tapio Elomaa |
| 2006 | Mining Sectorial Episodes from Event Sequences. | Takashi Katoh, Kouichi Hirata, Masateru Harao |
| 2006 | Contextual Ontological Concepts Extraction. | Lobna Karoui, Nacra Bennacer, Marie-Aude Aufaure |
| 2006 | On Class Visualisation for High Dimensional Data: Exploring Scientific Data Sets. | Ata Kabn, Jianyong Sun, Somak Raychaudhury, Louisa Nolan |
| 2006 | Visual Interactive Subgroup Discovery with Numerical Properties of Interest. | Alpio Mrio Jorge, Fernando Pereira, Paulo J. Azevedo |
| 2006 | A New Family of String Classifiers Based on Local Relatedness. | Yasuto Higa, Shunsuke Inenaga, Hideo Bannai, Masayuki Takeda |
| 2006 | Identifying Historical Period and Ethnic Origin of Documents Using Stylistic Feature Sets. | Yaakov HaCohen-Kerner, Hananya Beck, Elchai Yehudai, Dror Mughaz |
| 2006 | e-Science and the Semantic Web: A Symbiotic Relationship. | Carole A. Goble, scar Corcho, Pinar Alper, David De Roure |
| 2006 | Mining Approximate Motifs in Time Series. | Pedro Gabriel Ferreira, Paulo J. Azevedo, Cndida G. Silva, Rui M. M. Brito |
| 2006 | Automatic Water Eddy Detection in SST Maps Using Random Ellipse Fitting and Vectorial Fields for Image Segmentation. | Armando Manuel Fernandes, Susana Nascimento |
| 2006 | Text Data Clustering by Contextual Graphs. | Krzysztof Ciesielski, Mieczyslaw A. Klopotek |
| 2006 | Interesting Patterns Extraction Using Prior Knowledge. | Laurent Brisson |
| 2006 | Optimal Bayesian 2D-Discretization for Variable Ranking in Regression. | Marc Boull, Carine Hue |
| 2006 | Learning Bayesian Network Equivalence Classes from Incomplete Data. | Hanen Borchani, Nahla Ben Amor, Khaled Mellouli |
| 2006 | Scientific Discovery: A View from the Trenches. | Catherine Blake, Meredith Rendall |
| 2006 | Kalman Filters and Adaptive Windows for Learning in Data Streams. | Albert Bifet, Ricard Gavald |
| 2006 | Classification of Changing Regions Based on Temporal Context in Local Spatial Association. | Jae-Seong Ahn, Yang-Won Lee, Key-Ho Park |
| 2005 | Text Mining for Clinical Chinese Herbal Medical Knowledge Discovery. | Xuezhong Zhou, Baoyan Liu, Zhaohui Wu |
| 2005 | Effective Classifier Pruning with Rule Information. | Xiaolong Zhang, Mingjian Luo, Daoying Pi |