| 2008 | Finding Total and Partial Orders from Data for Seriation. | Heikki Mannila |
| 2008 | Some Mathematics Behind Graph Property Testing. | Lszl Lovsz |
| 2008 | Smoothed Prediction of the Onset of Tree Stem Radius Increase Based on Temperature Patterns. | Mikko Korpela, Harri Mkinen, Mika Sulkava, Pekka Njd, Jaakko Hollmn |
| 2008 | Comparative Evaluation of Two Systems for the Visual Navigation of Encyclopedia Knowledge Spaces. | Wolfgang Kienreich, Peter Kraker |
| 2008 | Visual Analytics: Combining Automated Discovery with Interactive Visualizations. | Daniel A. Keim, Florian Mansmann, Daniela Oelke, Hartmut Ziegler |
| 2008 | A Probabilistic Neighbourhood Translation Approach for Non-standard Text Categorisation. | Ata Kabn |
| 2008 | An Empirical Investigation of the Trade-Off between Consistency and Coverage in Rule Learning Heuristics. | Frederik Janssen, Johannes Frnkranz |
| 2008 | A Modeling Approach Using Multiple Graphs for Semi-Supervised Learning. | Akihiko Izutani, Kuniaki Uehara |
| 2008 | Learning Model Trees from Data Streams. | Elena Ikonomovska, Joo Gama |
| 2008 | Refining Pairwise Similarity Matrix for Cluster Ensemble Problem with Cluster Relations. | Natthakan Iam-on, Tossapon Boongoen, Simon M. Garrett |
| 2008 | Mining Unordered Distance-Constrained Embedded Subtrees. | Fedja Hadzic, Henry Tan, Tharam S. Dillon |
| 2008 | Active Learning for High Throughput Screening. | Kurt De Grave, Jan Ramon, Luc De Raedt |
| 2008 | Feature Selection in Taxonomies with Applications to Paleontology. | Gemma C. Garriga, Antti Ukkonen, Heikki Mannila |
| 2008 | Input Noise Robustness and Sensitivity Analysis to Improve Large Datasets Clustering by Using the GRID. | Alberto Faro, Daniela Giordano, Francesco Maiorana |
| 2008 | An Integrated Graph and Probability Based Clustering Framework for Sequential Data. | Haytham Elghazel, Tetsuya Yoshida, Mohand-Said Hacid |
| 2008 | Learning from Each Other. | Christopher Dartnell, Eric Martin, Jean Sallantin |
| 2008 | On Iterative Algorithms with an Information Geometry Background. | Imre Csiszr |
| 2008 | A Framework for Knowledge Discovery in a Society of Agents. | Gauvain Bourgne, Vincent Corruble |
| 2008 | Deduction Schemes for Association Rules. | Jos L. Balczar |
| 2008 | Unsupervised Classifier Selection Based on Two-Sample Test. | Timo Aho, Tapio Elomaa, Jussi Kujala |
| 2007 | Semantic Based Real-Time Clustering for PubMed Literatures. | Ruey-Ling Yeh, Ching Liu, Ben-Chang Shia, I-Jen Chiang, Wen-Wen Yang, Ginni Hsiang-Chun Tsai |
| 2007 | Discovering Implicit Feedbacks from Search Engine Log Files. | Ashok Veilumuthu, Parthasarathy Ramachandran |
| 2007 | An Efficient Polynomial Delay Algorithm for Pseudo Frequent Itemset Mining. | Takeaki Uno, Hiroki Arimura |
| 2007 | Mining Subtrees with Frequent Occurrence of Similar Subtrees. | Hisashi Tosaka, Atsuyoshi Nakamura, Mineichi Kudo |
| 2007 | Active Contours as Knowledge Discovery Methods. | Arkadiusz Tomczyk, Piotr S. Szczepaniak, Michal Pryczek |