| 2010 | Learning Gene Regulatory Networks with Predefined Attractors for Sequential Updating Schemes Using Simulated Annealing. | Gonzalo A. Ruz, Eric Goles Ch. |
| 2010 | Incremental Learning of Relational Action Rules. | Christophe Rodrigues, Pierre Grard, Cline Rouveirol, Henry Soldano |
| 2010 | Unsupervised and Online Update of Boosted Temporal Models: The UAL2Boost. | Pedro Canotilho Ribeiro, Plinio Moreno, Jos Santos-Victor |
| 2010 | Using Randomised Vectors in Transcription Factor Binding Site Predictions. | Faisal Ibne Rezwan, Yi Sun, Neil Davey, Rod Adams, Alistair G. Rust, Mark Robinson |
| 2010 | Discovering and Characterizing Hidden Variables in Streaming Multivariate Time Series. | Soumi Ray, Tim Oates |
| 2010 | Feature Transformation and Model Design Using Minimum Classification Error. | Madhavi Vedula Ratnagiri, Lawrence R. Rabiner, Biing-Hwang Juang |
| 2010 | Multi-Class Classification Using a New Sigmoid Loss Function for Minimum Classification Error (MCE). | Madhavi Vedula Ratnagiri, Lawrence R. Rabiner, Biing-Hwang Juang |
| 2010 | Learning to Be a Good Tour-Guide Robot. | J. Javier Rainer, Ramn Galn |
| 2010 | Neuropathic Pain Scale Based Clustering for Subgroup Analysis in Pain Medicine. | Guangzhi Qu, Hui Wu, Ishwar K. Sethi, Craig T. Hartrick |
| 2010 | Learning from Multiple Related Data Streams with Asynchronous Flowing Speeds. | Zhi Qiao, Peng Zhang, Jing He, Jinghua Yan, Li Guo |
| 2010 | Similarity Learning in Nearest Neighbor and Relief Algorithm. | Ali Mustafa Qamar, ric Gaussier |
| 2010 | Robust Learning for Adaptive Programs by Leveraging Program Structure. | Jervis Pinto, Alan Fern, Tim Bauer, Martin Erwig |
| 2010 | Space Partitioning for Scalable K-Means. | David Pettinger, Giuseppe Di Fatta |
| 2010 | Constrained Nonnegative Tensor Factorization for Clustering. | Wei Peng |
| 2010 | Hybridization of Base Classifiers of Random Subsample Ensembles for Enhanced Performance in High Dimensional Feature Spaces. | Santhosh Pathical, Grsel Serpen |
| 2010 | Speeding Up Greedy Forward Selection for Regularized Least-Squares. | Tapio Pahikkala, Antti Airola, Tapio Salakoski |
| 2010 | Energy Production and Economic Growth: A Causality Analysis for Turkey Based on Computer. | Omer Ozkan, Muharrem Aktas, Huseyin Serdar Kuyuk, Serkan Bayraktaroglu |
| 2010 | Boolean Factor Analysis for Data Preprocessing in Machine Learning. | Jan Outrata |
| 2010 | Novel Approach for Test Methods Automatic Selection in Product Reliability: Improved Method for Acquiring Part-Whole Relation. | Nobuyuki Ohmori, Tatsunori Mori |
| 2010 | Predicting Local Failure in Lung Cancer Using Bayesian Networks. | Jung Hun Oh, Jeffrey Craft, Rawan Al-Lozi, Manushka Vaidya, Yifan Meng, Joseph O. Deasy, Jeffrey D. Bradley, Issam El-Naqa |
| 2010 | Multi-Agent Inverse Reinforcement Learning. | Sriraam Natarajan, Gautam Kunapuli, Kshitij Judah, Prasad Tadepalli, Kristian Kersting, Jude W. Shavlik |
| 2010 | Model-Based Co-clustering for Continuous Data. | Mohamed Nadif, Grard Govaert |
| 2010 | Learning in Dynamic Environments: Application to the Identification of Hybrid Dynamic Systems. | Moamar Sayed-Mouchaweh |
| 2010 | Automatic Segmentation of the Prostate Using a Genetic Algorithm for Prostate Cancer Treatment Planning. | Melanie Mitchell, James A. Tanyi, Arthur Y. Hung |
| 2010 | Improved Fine-Grained Component-Conditional Class Labeling with Active Learning. | David J. Miller, Chu-Fang Lin, George Kesidis, Christopher M. Collins |