| 2010 | Discovery of Conservation Laws via Matrix Search. | Oliver Schulte, Mark S. Drew |
| 2010 | Discovery of Super-Mediators of Information Diffusion in Social Networks. | Kazumi Saito, Masahiro Kimura, Kouzou Ohara, Hiroshi Motoda |
| 2010 | Adapted Transfer of Distance Measures for Quantitative Structure-Activity Relationships. | Ulrich Rckert, Tobias Girschick, Fabian Buchwald, Stefan Kramer |
| 2010 | Contrast Pattern Mining and Its Application for Building Robust Classifiers. | Kotagiri Ramamohanarao |
| 2010 | Exploiting Code Redundancies in ECOC. | Sang-Hyeun Park, Lorenz Weizscker, Johannes Frnkranz |
| 2010 | Concept Convergence in Empirical Domains. | Santiago Ontan, Enric Plaza |
| 2010 | Incremental Mining of Closed Frequent Subtrees. | Viet Anh Nguyen, Akihiro Yamamoto |
| 2010 | Incremental Learning of Cellular Automata for Parallel Recognition of Formal Languages. | Katsuhiko Nakamura, Keita Imada |
| 2010 | Why Text Segment Classification Based on Part of Speech Feature Selection. | Iulia Nagy, Katsuyuki Tanaka, Yasuo Ariki |
| 2010 | Integer Linear Programming Models for Constrained Clustering. | Marianne Mueller, Stefan Kramer |
| 2010 | Gaussian Clusters and Noise: An Approach Based on the Minimum Description Length Principle. | Panu Luosto, Jyrki Kivinen, Heikki Mannila |
| 2010 | An Artificial Experimenter for Enzymatic Response Characterisation. | Chris Lovell, Gareth L. Jones, Steve R. Gunn, Klaus-Peter Zauner |
| 2010 | Sparse Substring Pattern Set Discovery Using Linear Programming Boosting. | Kazuaki Kashihara, Kohei Hatano, Hideo Bannai, Masayuki Takeda |
| 2010 | Algorithm for Detecting Significant Locations from Raw GPS Data. | Nobuharu Kami, Nobuyuki Enomoto, Teruyuki Baba, Takashi Yoshikawa |
| 2010 | Mining Class-Correlated Patterns for Sequence Labeling. | Thomas Hopf, Stefan Kramer |
| 2010 | Subgroup Discovery for Election Analysis: A Case Study in Descriptive Data Mining. | Henrik Grosskreutz, Mario Boley, Maike Krause-Traudes |
| 2010 | Efficient Visualization of Document Streams. | Miha Grcar, Vid Podpecan, Matjaz Jursic, Nada Lavrac |
| 2010 | Equation Discovery for Model Identification in Respiratory Mechanics of the Mechanically Ventilated Human Lung. | Steven Ganzert, Josef Guttmann, Daniel Steinmann, Stefan Kramer |
| 2010 | Speeding Up and Boosting Diverse Density Learning. | James R. Foulds, Eibe Frank |
| 2010 | Towards General Algorithms for Grammatical Inference. | Alexander Clark |
| 2010 | Discovery of Abstract Concepts by a Robot. | Ivan Bratko |
| 2010 | Sentiment Knowledge Discovery in Twitter Streaming Data. | Albert Bifet, Eibe Frank |
| 2010 | Optimal Online Prediction in Adversarial Environments. | Peter L. Bartlett |
| 2010 | A Similarity-Based Adaptation of Naive Bayes for Label Ranking: Application to the Metalearning Problem of Algorithm Recommendation. | Artur Aiguzhinov, Carlos Soares, Ana Paula Serra |
| 2009 | OMFP: An Approach for Online Mass Flow Prediction in CFB Boilers. | Indre Zliobaite, Jorn Bakker, Mykola Pechenizkiy |