| 2011 | Unsupervised Grammar Induction of Clinical Report Sublanguage. | Rohit J. Kate |
| 2011 | Nonlinear RANSAC Optimization for Parameter Estimation with Applications to Phagocyte Transmigration. | Mingon Kang, Jean Gao, Liping Tang |
| 2011 | Using Meta-learning to Recommend Meta-heuristics for the Traveling Salesman Problem. | Jorge Y. Kanda, Andr Carlos Ponce de Leon Ferreira de Carvalho, Eduardo R. Hruschka, Carlos Soares |
| 2011 | Training Data Subdivision and Periodical Rotation in Hybrid Fuzzy Genetics-Based Machine Learning. | Hisao Ishibuchi, Shingo Mihara, Yusuke Nojima |
| 2011 | Non-Linear Semantic Embedding for Organizing Large Instrument Sample Libraries. | Eric J. Humphrey, Aron P. Glennon, Juan Pablo Bello |
| 2011 | Exploring Structural Features in Predicting Social Network Evolution. | Shu Huang, Dongwon Lee |
| 2011 | Regional Normal Liver Tissue Density Changes in Patients Treated with Stereotactic Body Radiation Therapy for Liver Metastases. | Christopher Howells, Quentin Diot, David Westerly, Moyed Miften |
| 2011 | Thompson Sampling for Dynamic Multi-armed Bandits. | Neha Gupta, Ole-Christoffer Granmo, Ashok K. Agrawala |
| 2011 | An Iris Recognition Approach based on Fuzzy Support Vector Machine. | Hongying Gu, Zhiwen Gao, Cheng Yang |
| 2011 | Statistical Learning for File-Type Identification. | Siddharth Gopal, Yiming Yang, Konstantin Salomatin, Jaime G. Carbonell |
| 2011 | A Non-parametric Approach to Approximate Dynamic Programming. | Hadrien Glaude, Fadi Akrimi, Matthieu Geist, Olivier Pietquin |
| 2011 | A Robust Affine Invariant Feature Matching Approach. | Ce Gao, Yixu Song, Peifa Jia |
| 2011 | Introducing Flow Field Forecasting. | Michael Frey, Kyle A. Caudle |
| 2011 | Learning to Rank Using Markov Random Fields. | Antonino Freno, Tiziano Papini, Michelangelo Diligenti |
| 2011 | Smartphone Interruptibility Using Density-Weighted Uncertainty Sampling with Reinforcement Learning. | Robert Fisher, Reid G. Simmons |
| 2011 | Looking Beyond Genres: Identifying Meaningful Semantic Layers from Tags in Online Music Collections. | Rafael Ferrer, Tuomas Eerola |
| 2011 | Infinite Dirichlet Mixture Model and Its Application via Variational Bayes. | Wentao Fan, Nizar Bouguila |
| 2011 | Heuristic Evaluation of Expansions for Non-linear Hierarchical Slow Feature Analysis. | Alberto N. Escalante, Laurenz Wiskott |
| 2011 | Efficient Approximate Semi-supervised Support Vector Machines through Submodular Optimization. | Wael Emara, Mehmed M. Kantardzic |
| 2011 | Evaluating Distributional Semantic and Feature Selection for Extracting Relationships from Biological Text. | Ehsan Emadzadeh, Siddhartha Jonnalagadda, Graciela Gonzalez |
| 2011 | Benefits Analysis of Live Customer Support Chat in E-commerce Websites: Dimensions of a New Success Model for Live Customer Support Chat. | Ahmed Elmorshidy |
| 2011 | Machine Learning for Author Affiliation within Web Forums - Using Statistical Techniques on NLP Features for Online Group Identification. | Jeffrey Ellen, Shibin Parameswaran |
| 2011 | Automatic Dishware Inspection: Applications and Comparisons of Two New Methods. | Trung H. Duong, Mohsen Emami, Lawrence L. Hoberock |
| 2011 | Multiple Kernel Learning on Time Series Data and Social Networks for Stock Price Prediction. | Shangkun Deng, Takashi Mitsubuchi, Kei Shioda, Tatsuro Shimada, Akito Sakurai |
| 2011 | A New Method to Generate Virtual Samples for Solving Small Sample Set Problems. | Asghar Dehghani, Jun Zheng |