| 2010 | A Data-Driven Paradigm to Understand Multimodal Communication in Human-Human and Human-Robot Interaction. Chen Yu, Thomas G. Smith, Shohei Hidaka, Matthias Scheutz, Linda B. Smith |
| 2010 | A Framework for Path-Oriented Network Simplification. Hannu Toivonen, Sébastien Mahler, Fang Zhou |
| 2010 | Advances in Intelligent Data Analysis IX, 9th International Symposium, IDA 2010, Tucson, AZ, USA, May 19-21, 2010. Proceedings Paul R. Cohen, Niall M. Adams, Michael R. Berthold |
| 2010 | Bipartite Graphs for Monitoring Clusters Transitions. Márcia D. B. Oliveira, João Gama |
| 2010 | Changing the Focus of the IDA Symposium. Niall M. Adams, Paul R. Cohen, Michael R. Berthold |
| 2010 | Data Mining for Modeling Chiller Systems in Data Centers. Debprakash Patnaik, Manish Marwah, Ratnesh K. Sharma, Naren Ramakrishnan |
| 2010 | Detecting Leukaemia (AML) Blood Cells Using Cellular Automata and Heuristic Search. Waidah Ismail, Rosline Hassan, Stephen Swift |
| 2010 | Deterministic Finite Automata in the Detection of EEG Spikes and Seizures. Rory A. Lewis, Doron Shmueli, Andrew M. White |
| 2010 | End-to-End Support for Dating Paleolandforms. Laura Rassbach, Kenneth M. Anderson, Liz Bradley, Christopher Zweck, Marek Zreda |
| 2010 | Graph Identification. Lise Getoor |
| 2010 | Image Approach towards Document Mining in Neuroscientific Publications. Jayaprakash Rajasekharan, Ulrike Scharfenberger, Nicolau Gonçalves, Ricardo Vigário |
| 2010 | InfraWatch: Data Management of Large Systems for Monitoring Infrastructural Performance. Arno J. Knobbe, Hendrik Blockeel, Arne Koopman, Toon Calders, Bas Obladen, Carlos Bosma, Hessel Galenkamp, Eddy Koenders, Joost N. Kok |
| 2010 | Integration and Dissemination of Citizen Reported and Seismically Derived Earthquake Information via Social Network Technologies. Michelle Guy, Paul Earle, Chris Ostrum, Kenny Gruchalla, Scott Horvath |
| 2010 | Intelligent Data Analysis of Intelligent Systems. David C. Krakauer, Jessica C. Flack, Simon DeDeo, J. Doyne Farmer, Daniel N. Rockmore |
| 2010 | Measurement and Dynamical Analysis of Computer Performance Data. Zachary Alexander, Todd Mytkowicz, Amer Diwan, Elizabeth Bradley |
| 2010 | Novelty Detection in Projected Spaces for Structural Health Monitoring. Janne Toivola, Miguel A. Prada, Jaakko Hollmén |
| 2010 | Oracle Coached Decision Trees and Lists. Ulf Johansson, Cecilia Sönströd, Tuve Löfström |
| 2010 | Recursive Sequence Mining to Discover Named Entity Relations. Peggy Cellier, Thierry Charnois, Marc Plantevit, Bruno Crémilleux |
| 2010 | Selecting the Links in BisoNets Generated from Document Collections. Marc Segond, Christian Borgelt |
| 2010 | Similarity Kernels for Nearest Neighbor-Based Outlier Detection. Ruben Ramirez-Padron, David Foregger, Julie Manuel, Michael Georgiopoulos, Boris Mederos |
| 2010 | Spatial Variable Importance Assessment for Yield Prediction in Precision Agriculture. Georg Ruß, Alexander Brenning |
| 2010 | Statistical Modelling for Data from Experiments with Short Hairpin RNAs. Frank Klawonn, Torsten Wüstefeld, Lars Zender |
| 2010 | The Applications of Artificial Neural Networks in the Identification of Quantitative Structure-Activity Relationships for Chemotherapeutic Drug Carcinogenicity. Alexander C. Priest, Alexander James Williamson, Hugh M. Cartwright |
| 2010 | Using CAPTCHAs to Index Cultural Artifacts. Qiang Zhu, Eamonn J. Keogh |