| 2011 | L1 vs. L2 Regularization in Text Classification when Learning from Labeled Features. | Sinziana Mazilu, Jos Iria |
| 2011 | The Role of Top-Down Attention in the Cocktail Party: Revisiting Cherry's Experiment after Sixty Years. | Letizia Marchegiani, Seliz G. Karadogan, Tobias Andersen, Jan Larsen, Lars Kai Hansen |
| 2011 | Discovering Clusters with Arbitrary Shapes and Densities in Data Streams. | Amr Magdy, Noha A. Yousri, Nagwa M. El-Makky |
| 2011 | On Convergence of Discriminative Training Algorithm for Speaker Recognition. | Srikanth R. Madikeri, Hema A. Murthy |
| 2011 | Relational Classifiers in a Non-relational World: Using Homophily to Create Relations. | Sofus A. Macskassy |
| 2011 | Dynamic Evolving Cluster Models Using On-line Split-and-Merge Operations. | Edwin Lughofer |
| 2011 | A Kernel Method for Real-Time Respiratory Tumor Motion Estimation Using External Surrogates. | Ruijiang Li, Lei Xing |
| 2011 | Infinite Decision Agent Ensemble Learning System for Credit Risk Analysis. | Shukai Li, Ivor W. Tsang, Narendra S. Chaudhari |
| 2011 | 3D Bayesian Tracking with a Single Imager for Real-Time Image Guidance in Prostate Radiation Therapy. | Ruijiang Li, Benjamin Fahimian, Lei Xing |
| 2011 | An Experimental Study to Investigate the Use of Additional Classifiers to Improve Information Extraction Accuracy. | Hsiang Hui Lek, Danny C. C. Poo |
| 2011 | Mood Classfication from Musical Audio Using User Group-Dependent Models. | Kyogu Lee, Minsu Cho |
| 2011 | On a Distributed Approach for Density-Based Clustering. | Nhien-An Le-Khac, M. Tahar Kechadi |
| 2011 | A New Control Method for dc-dc Converter by Neural Network Predictor with Repetitive Training. | Fujio Kurokawa, Kimitoshi Ueno, Hidenori Maruta, Hiroyuki Osuga |
| 2011 | Dimensionality Reduction by Unsupervised K-Nearest Neighbor Regression. | Oliver Kramer |
| 2011 | Adaptive Profit Sharing Reinforcement Learning Method for Dynamic Environment. | Sadamori Koujaku, Kota Watanabe, Hajime Igarashi |
| 2011 | Empirical Normalization for Quadratic Discriminant Analysis and Classifying Cancer Subtypes. | Mark A. Kon, Nikolay Nikolaev |
| 2011 | Transient States of the Multiscalar Controlled Double Fed Induction Generator in the Wind Farm. | Piotr Kolodziejek |
| 2011 | L0-Regularized Parametric Non-negative Factorization for Analyzing Composite Signals. | Takumi Kobayashi, Kenji Watanabe, Nobuyuki Otsu |
| 2011 | Terrain Mapping and Obstacle Detection Using Gaussian Processes. | Morten Kjrgaard, Enis Bayramoglu, Alessandro Massaro, Kjeld Jensen |
| 2011 | Multiple Nonlinear Subspace Methods Using Subspace-based Support Vector Machines. | Takuya Kitamura, Shigeo Abe, Yusuke Tanaka |
| 2011 | An EM Clustering Algorithm which Produces a Dual Representation. | Sun Kim, W. John Wilbur |
| 2011 | Combining Corpus-Based Features for Selecting Best Natural Language Sentences. | Foaad Khosmood, Robert Levinson |
| 2011 | Bayesian Embedding of Co-occurrence Data for Query-Based Visualization. | Mohammad Khoshneshin, W. Nick Street, Padmini Srinivasan |
| 2011 | Implementation of Parameter Space Search for Meta Learning in a Data-Mining Multi-agent System. | Ondrej Kazk, Klra Peskov, Martin Pilt, Roman Neruda |
| 2011 | Role Model of Search in Agents' Parameter-Space. | Ondrej Kazk, Roman Neruda |