| 2007 | Iterative Reordering of Rules for Building Ensembles Without Relearning. | Paulo J. Azevedo, Alpio Mrio Jorge |
| 2007 | Time and Space Efficient Discovery of Maximal Geometric Graphs. | Hiroki Arimura, Takeaki Uno, Shinichi Shimozono |
| 2006 | Gene Selection for Classifying Microarray Data Using Grey Relation Analysis. | Lijuan Zhang, Zhoujun Li |
| 2006 | A Novel Framework for Discovering Robust Cluster Results. | Hye-Sung Yoon, Sang-Ho Lee, Sung-Bum Cho, Ju Han Kim |
| 2006 | Model-Based Estimation of Word Saliency in Text. | Xin Wang, Ata Kabn |
| 2006 | Visual Knowledge Discovery in Paleoclimatology with Parallel Coordinates. | Roberto Thern |
| 2006 | A Multilingual Named Entity Recognition System Using Boosting and C4.5 Decision Tree Learning Algorithms. | Gyrgy Szarvas, Richrd Farkas, Andrs Kocsor |
| 2006 | Automatic Recognition of Landforms on Mars Using Terrain Segmentation and Classification. | Tomasz F. Stepinski, Soumya Ghosh, Ricardo Vilalta |
| 2006 | Data-Driven Discovery Using Probabilistic Hidden Variable Models. | Padhraic Smyth |
| 2006 | Spectral Norm in Learning Theory: Some Selected Topics. | Hans Ulrich Simon |
| 2006 | Change Detection with Kalman Filter and CUSUM. | Milton Severo, Joo Gama |
| 2006 | Feature Construction and | Nazha Selmaoui, Claire Leschi, Dominique Gay, Jean-Franois Boulicaut |
| 2006 | A Pragmatic Logic of Scientific Discovery. | Jean Sallantin, Christopher Dartnell, Mohammad Afshar |
| 2006 | Rule-Based Prediction of Rare Extreme Values. | Rita P. Ribeiro, Lus Torgo |
| 2006 | The Solution of Semi-Infinite Linear Programs Using Boosting-Like Methods. | Gunnar Rtsch |
| 2006 | Analysis of Linux Evolution Using Aligned Source Code Segments. | Antti Rasinen, Jaakko Hollmn, Heikki Mannila |
| 2006 | Incremental Algorithm Driven by Error Margins. | Gonzalo Ramos-Jimnez, Jos del Campo-vila, Rafael Morales Bueno |
| 2006 | Clustering Pairwise Distances with Missing Data: Maximum Cuts Versus Normalized Cuts. | Jan Poland, Thomas Zeugmann |
| 2006 | Checking Scientific Assumptions by Modeling. | Joseph Phillips, Ronald Edwards, Raghuveer Kumarakrishnan |
| 2006 | Information Theory and Classification Error in Probabilistic Classifiers. | Aritz Prez Martnez, Pedro Larraaga, Iaki Inza |
| 2006 | Mapping Ontologies in an Air Pollution Monitoring and Control Agent-Based System. | Mihaela Oprea |
| 2006 | Prediction of Domain-Domain Interactions Using Inductive Logic Programming from Multiple Genome Databases. | Thanh Phuong Nguyen, Tu Bao Ho |
| 2006 | Reinforcement Learning and Apprenticeship Learning for Robotic Control. | Andrew Y. Ng |
| 2006 | Databases Reduction Simultaneously by Ordered Projection. | Isabel A. Nepomuceno-Chamorro, Juan A. Nepomuceno, Roberto Ruiz Snchez, Jess S. Aguilar-Ruiz |
| 2006 | Strategy Diagram for Identifying Play Strategies in Multi-view Soccer Video Data. | Yukihiro Nakamura, Shin Ando, Kenji Aoki, Hiroyuki Mano, Einoshin Suzuki |