| 2011 | Error Bounds for Online Predictions of Linear-Chain Conditional Random Fields: Application to Activity Recognition for Users of Rolling Walkers. | Mathieu Sinn, Pascal Poupart |
| 2011 | Learning Recognition of Ambiguous Proper Names in Hindi. | R. Mahesh K. Sinha |
| 2011 | Extending k-Means-Based Algorithms for Evolving Data Streams with Variable Number of Clusters. | Jonathan de Andrade Silva, Eduardo R. Hruschka |
| 2011 | Prediction of Foreign Exchange Market States with Support Vector Machine. | Kei Shioda, Shangkun Deng, Akito Sakurai |
| 2011 | Autoencoder in Time-Series Analysis for Unsupervised Tissues Characterisation in a Large Unlabelled Medical Image Dataset. | Hoo-Chang Shin, Matthew Orton, David J. Collins, Simon J. Doran, Martin O. Leach |
| 2011 | Estimation of PSF for a Shaking Blurred Image Using GA. | Takumi Shimomukai, Michifumi Yoshioka, Hidekazu Yanagimoto |
| 2011 | A Measure of Credibility of Solar Power Prediction. | Haoyang Shen, Hideitsu Hino, Noboru Murata, Shinji Wakao |
| 2011 | Extraction of Basic Patterns of Household Energy Consumption. | Haoyang Shen, Hideitsu Hino, Noboru Murata, Shinji Wakao |
| 2011 | Impact of Noise and Data Sampling on Stability of Feature Selection. | Ahmad Abu Shanab, Taghi M. Khoshgoftaar, Randall Wald |
| 2011 | On-line Learning with Evolutionary Algorithms towards Adaptation of Underwater Vehicle Missions to Dynamic Ocean Environments. | Mae L. Seto |
| 2011 | Charge Prediction of Lipid Fragments in Mass Spectrometry. | Brian T. Schrom, Lars J. Kangas, Bojana Ginovska-Pangovska, Thomas O. Metz, John H. Miller |
| 2011 | Music Similarity Estimation with the Mean-Covariance Restricted Boltzmann Machine. | Jan Schlter, Christian Osendorfer |
| 2011 | Discovering Communities in Social Networks Using Topology and Attributes. | Saeed Salem, Shadi Banitaan, Ibrahim Aljarah, James E. Brewer, Rami Alroobi |
| 2011 | An Intelligent Decision Support Tool for a Travelling Wave Ultrasonic Motor Based on k-Nearest Neighbor Algorithm. | Seref Sagiroglu, Hamdi Tolga Kahraman, Mehmet Yesilbudak, Ilhami Colak |
| 2011 | Learning to Tag from Logic Constraints in Hyperlinked Environments. | Claudio Sacc, Michelangelo Diligenti, Marco Gori, Marco Maggini |
| 2011 | Incremental Compressive Pattern Classification. | Andrzej Ruta |
| 2011 | Adapting Polynomial Mahalanobis Distance for Self-Supervised Learning in an Outdoor Environment. | Miloslav Richter, Petr Petyovsky, Ondrej Miksik |
| 2011 | A Model of Joint Learning in Poverty: Coordination and Recommendation Systems in Low-Income Communities. | Andre Ribeiro |
| 2011 | Using Machine Learning to Detect Cyberbullying. | Kelly Reynolds, April Kontostathis, Lynne Edwards |
| 2011 | Metric Learning for Music Symbol Recognition. | Ana Rebelo, Jakub Tkaczuk, Ricardo Gamelas Sousa, Jaime S. Cardoso |
| 2011 | Improving the Discovery and Characterization of Hidden Variables by Regularizing the LO-net. | Soumi Ray, Tim Oates |
| 2011 | Pattern Learning through Distant Supervision for Extraction of Protein-Residue Associations in the Biomedical Literature. | K. E. Ravikumar, Haibin Liu, Judith D. Cohn, Michael E. Wall, Karin Verspoor |
| 2011 | Machine Learning for Seismic Signal Processing: Phase Classification on a Manifold. | Juan Ramirez Jr., Franois G. Meyer |
| 2011 | De-noising Slap Fingerprint Images for Accurate Slap Fingerprint Segmentation. | N. Pattabhi Ramaiah, C. Krishna Mohan |
| 2011 | A GA-based Learning Algorithm for Inducing M-of-N-like Text Classifiers. | Veronica L. Policicchio, Adriana Pietramala, Pasquale Rullo |