| 2010 | A Framework for Comprehensive Electronic QA in Radiation Therapy. | J. Kildea, Michael Evans, W. Parker |
| 2010 | Automatic Synonym and Phrase Replacement Show Promise for Style Transformation. | Foaad Khosmood, Robert Levinson |
| 2010 | Pre-Processing Structured Data for Standard Machine Learning Algorithms by Supervised Graph Propositionalization - A Case Study with Medicinal Chemistry Datasets. | Thashmee Karunaratne, Henrik Bostrm, Ulf Norinder |
| 2010 | Deep Spatiotemporal Feature Learning with Application to Image Classification. | Thomas P. Karnowski, Itamar Arel, Derek C. Rose |
| 2010 | Learning Collaborative Behavior by Observation. | Cynthia L. Johnson, Avelino J. Gonzalez |
| 2010 | An Improved Co-Similarity Measure for Document Clustering. | Syed Fawad Hussain, Gilles Bisson, Clment Grimal |
| 2010 | Pairwise Constrained Clustering with Group Similarity-Based Patterns. | Tianming Hu, Chuanren Liu, Jing Sun, Sam Yuan Sung, Peter A. Ng |
| 2010 | A Novel Noise Filtering Algorithm for Imbalanced Data. | Jason Van Hulse, Taghi M. Khoshgoftaar, Amri Napolitano |
| 2010 | Modeling and Training Radial Basis Functions with Integrate-and-Fire Neurons. | Richard E. Hudson, Jeremy A. Marvel, Wyatt S. Newman |
| 2010 | Multiple Kernel Learning by Conditional Entropy Minimization. | Hideitsu Hino, Nima Reyhani, Noboru Murata |
| 2010 | Self-Optimizing a Clustering-based Tag Recommender for Social Bookmarking Systems. | Malik Tahir Hassan, Asim Karim, Fahad Javed, Naveed Arshad |
| 2010 | A Hybrid Multi-classifier to Characterize and Interpret Hemiparetic Patients Gait Coordination. | Laurent Hartert, Moamar Sayed-Mouchaweh |
| 2010 | A Parallel Algorithm for Predicting the Secondary Structure of Polycistronic MicroRNAs. | Dianwei Han, Guiliang Tang, Jun Zhang |
| 2010 | Ensembles of Neural Networks for Robust Reinforcement Learning. | Alexander Hans, Steffen Udluft |
| 2010 | Extreme Volume Detection for Managed Print Services. | John C. Handley, Marie-Luise Schneider, Victor Ciriza, Jeffrey Earl |
| 2010 | Enhancing Inference in Relational Reinforcement Learning Via Truth Maintenance Systems. | Mandana Hamidi, Amir Fijany, Jean-Guy Fontaine |
| 2010 | Identification of Transcriptional Regulatory Networks by Learning the Marginal Function of Outlier Sum Statistic. | Jinghua Gu, Jianhua Xuan, Yue Joseph Wang, Rebecca B. Riggins, Robert Clarke |
| 2010 | Autonomous Clustering Characterization for Categorical Data. | Nistor Grozavu, Lazhar Labiod, Youns Bennani |
| 2010 | The Personal Assessment Tool: A System Providing Environmental Feedback to Users of Shared Printers for Providing Environmental Feedback. | Antonietta Grasso, Jutta Willamowski, Victor Ciriza, Yves Hoppenot |
| 2010 | Power Iteration Denoising. | Panganai Gomo, Mike Spann |
| 2010 | Discovering Knowledge Rules with Multi-Objective Evolutionary Computing. | Rafael Giusti, Gustavo E. A. P. A. Batista |
| 2010 | Detecting Quasars in Large-Scale Astronomical Surveys. | Fabian Gieseke, Kai Lars Polsterer, Andreas Thom, Peter Zinn, Dominik Bomanns, Ralf-Jurgen Dettmar, Oliver Kramer, Jan Vahrenhold |
| 2010 | Unsupervised Speaker Clustering in a Linear Discriminant Subspace. | Theodoros Giannakopoulos, Sergios Petridis |
| 2010 | Multilayer Ferns: A Learning-based Approach of Patch Recognition and Homography Extraction. | Ce Gao, Yixu Song, Peifa Jia |
| 2010 | Overcoming Alpha-Beta Limitations Using Evolved Artificial Neural Networks. | Yarin Gal, Mireille Avigal |