| 2010 | Incremental kNN Classifier Exploiting Correct-Error Teacher for Activity Recognition. | Kilian Frster, Samuel Monteleone, Alberto Calatroni, Daniel Roggen, Gerhard Trster |
| 2010 | Wind Speed Forecasting Based on Second Order Blind Identification and Autoregressive Model. | Umut Firat, Seref Naci Engin, Murat Saraclar, Aysin Baytan Ertzn |
| 2010 | Smoothing Gene Expression Using Biological Networks. | Yue Fan, Mark A. Kon, Shinuk Kim, Charles DeLisi |
| 2010 | Consensus Feature Ranking in Datasets with Missing Values. | Shobeir Fakhraei, Hamid Soltanian-Zadeh, Farshad Fotouhi, Kost V. Elisevich |
| 2010 | Boosting Multi-Task Weak Learners with Applications to Textual and Social Data. | Jean Baptiste Faddoul, Boris Chidlovskii, Fabien Torre, Rmi Gilleron |
| 2010 | A Multimodel Approach of Complex Systems Identification and Control Using Neural and Fuzzy Clustering Algorithms. | Nesrine Elfelly, Jean-Yves Dieulot, Pierre Borne, Mohamed Benrejeb |
| 2010 | Patient-Specific Seizure Detection from Intra-cranial EEG Using High Dimensional Clustering. | Haimonti Dutta, David L. Waltz, Karthik M. Ramasamy, Philip Gross, Ansaf Salleb-Aouissi, Hatim Diab, Manoj Pooleery, Catherine A. Schevon, Ronald Emerson |
| 2010 | Nonlinear Dynamical Multi-Scale Model of Associative Memory. | Alexander M. Duda, Stephen E. Levinson |
| 2010 | A Textual Representation Scheme for Identifying Clinical Relationships in Patient Records. | Rezarta Islamaj Dogan, Aurlie Nvol, Zhiyong Lu |
| 2010 | Comparative Analysis of DNA Microarray Data through the Use of Feature Selection Techniques. | David J. Dittman, Taghi M. Khoshgoftaar, Randall Wald, Jason Van Hulse |
| 2010 | Heuristic Method for Discriminative Structure Learning of Markov Logic Networks. | Quang-Thang Dinh, Matthieu Exbrayat, Christel Vrain |
| 2010 | Learning Viewpoint Planning in Active Recognition on a Small Sampling Budget: A Kriging Approach. | Joseph Defretin, Julien Marzat, Hlne Piet-Lahanier |
| 2010 | Interestingness Detection in Sports Audio Broadcasts. | Sam Davies, Denise Bland |
| 2010 | Non-Alignment Features Based Enzyme/Non-Enzyme Classification Using an Ensemble Method. | Nicholas J. Davidson, Xueyi Wang |
| 2010 | The Design and Application of the Public Booking Service System. | Liu Dan, Yue KaiDuan |
| 2010 | Bayesian Classification of Flight Calls with a Novel Dynamic Time Warping Kernel. | Theodoros Damoulas, Samuel Henry, Andrew Farnsworth, Michael Lanzone, Carla P. Gomes |
| 2010 | An All-at-once Unimodal SVM Approach for Ordinal Classification. | Joaquim F. Pinto da Costa, Ricardo Gamelas Sousa, Jaime S. Cardoso |
| 2010 | Autonomous Navigation in Dynamic Environments with Reinforcement Learning and Heuristic. | Elizabeth Duane S. Costa, Maury M. Gouvea Jr. |
| 2010 | MMM-PHC: A Particle-Based Multi-Agent Learning Algorithm. | Philip R. Cook, Michael A. Goodrich |
| 2010 | Determining Suitability of Locations for Installation of Solar Power Station Based on Probabilistic Inference. | Ilhami Colak, Seref Sagiroglu, Mehmet Demirtas, Hamdi Tolga Kahraman |
| 2010 | DC Bus Voltage Regulation of an Active Power Filter Using a Fuzzy Logic Controller. | Ilhami Colak, Ramazan Bayindir, Orhan Kaplan, Ferhat Tas |
| 2010 | Automatic Detection of HIV Drug Resistance-Associated Mutations. | Betty Yee Man Cheng, Jaime G. Carbonell |
| 2010 | Dynamic Batch Size Selection for Batch Mode Active Learning in Biometrics. | Shayok Chakraborty, Vineeth Nallure Balasubramanian, Sethuraman Panchanathan |
| 2010 | Empowering Simultaneous Feature and Instance Selection in Classification Problems through the Adaptation of Two Selection Algorithms. | Rafael Augusto Ferreira do Carmo, Fabricio Gomes de Freitas, Jerffeson Teixeira de Souza |
| 2010 | Classification Models with Global Constraints for Ordinal Data. | Jaime S. Cardoso, Ricardo Gamelas Sousa |