| 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 |
| 2010 | Adapted Transfer of Distance Measures for Quantitative Structure-Activity Relationships. Ulrich Rückert, Tobias Girschick, Fabian Buchwald, Stefan Kramer |
| 2010 | Algorithm for Detecting Significant Locations from Raw GPS Data. Nobuharu Kami, Nobuyuki Enomoto, Teruyuki Baba, Takashi Yoshikawa |
| 2010 | An Artificial Experimenter for Enzymatic Response Characterisation. Chris Lovell, Gareth L. Jones, Steve R. Gunn, Klaus-Peter Zauner |
| 2010 | Bridging Conjunctive and Disjunctive Search Spaces for Mining a New Concise and Exact Representation of Correlated Patterns. Nassima Ben Younes, Tarek Hamrouni, Sadok Ben Yahia |
| 2010 | Concept Convergence in Empirical Domains. Santiago Ontañón, Enric Plaza |
| 2010 | Contrast Pattern Mining and Its Application for Building Robust Classifiers. Kotagiri Ramamohanarao |
| 2010 | Discovery Science - 13th International Conference, DS 2010, Canberra, Australia, October 6-8, 2010. Proceedings Bernhard Pfahringer, Geoffrey Holmes, Achim G. Hoffmann |
| 2010 | Discovery of Abstract Concepts by a Robot. Ivan Bratko |
| 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 | ESTATE: Strategy for Exploring Labeled Spatial Datasets Using Association Analysis. Tomasz F. Stepinski, Josue Salazar, Wei Ding, Denis White |
| 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 | Exploiting Code Redundancies in ECOC. Sang-Hyeun Park, Lorenz Weizsäcker, Johannes Fürnkranz |
| 2010 | Gaussian Clusters and Noise: An Approach Based on the Minimum Description Length Principle. Panu Luosto, Jyrki Kivinen, Heikki Mannila |
| 2010 | Graph Classification Based on Optimizing Graph Spectra. Nguyen Duy Vinh, Akihiro Inokuchi, Takashi Washio |
| 2010 | Incremental Learning of Cellular Automata for Parallel Recognition of Formal Languages. Katsuhiko Nakamura, Keita Imada |
| 2010 | Incremental Mining of Closed Frequent Subtrees. Viet Anh Nguyen, Akihiro Yamamoto |
| 2010 | Integer Linear Programming Models for Constrained Clustering. Marianne Mueller, Stefan Kramer |
| 2010 | Mining Class-Correlated Patterns for Sequence Labeling. Thomas Hopf, Stefan Kramer |
| 2010 | On Enumerating Frequent Closed Patterns with Key in Multi-relational Data. Hirohisa Seki, Yuya Honda, Shinya Nagano |
| 2010 | Optimal Online Prediction in Adversarial Environments. Peter L. Bartlett |
| 2010 | Sentiment Knowledge Discovery in Twitter Streaming Data. Albert Bifet, Eibe Frank |
| 2010 | Sparse Substring Pattern Set Discovery Using Linear Programming Boosting. Kazuaki Kashihara, Kohei Hatano, Hideo Bannai, Masayuki Takeda |
| 2010 | Speeding Up and Boosting Diverse Density Learning. James R. Foulds, Eibe Frank |
| 2010 | Subgroup Discovery for Election Analysis: A Case Study in Descriptive Data Mining. Henrik Grosskreutz, Mario Boley, Maike Krause-Traudes |
| 2010 | The Blessing and the Curse of the Multiplicative Updates. Manfred K. Warmuth |
| 2010 | Topology Preserving SOM with Transductive Confidence Machine. Bin Tong, Zhiguang Qin, Einoshin Suzuki |
| 2010 | Towards General Algorithms for Grammatical Inference. Alexander Clark |
| 2010 | Why Text Segment Classification Based on Part of Speech Feature Selection. Iulia Nagy, Katsuyuki Tanaka, Yasuo Ariki |