| 2011 | Structured Multivariate Pattern Classification to Detect MRI Markers for an Early Diagnosis of Alzheimer's Disease. | Ccilia Damon, Edouard Duchesnay, Marine Depecker |
| 2011 | Fault Detection through Sequential Filtering of Novelty Patterns. | John Cuzzola, Dragan Gasevic, Ebrahim Bagheri |
| 2011 | Splitting and Merging Gaussian Mixture Model Components: An Evolutionary Approach. | Thiago F. Covoes, Eduardo R. Hruschka |
| 2011 | Ranking Interactions for a Curation Task. | Simon Clematide, Fabio Rinaldi |
| 2011 | Development of a Beam Source Modeling Technique for a Flattening Filter Free (FFF) Beam. | Woong Cho, Jeong-Hoon Park, Won-Gyun Jung, Tae-Suk Suh, Kayla N. Kielar, Ed Mok, Ruijiang Li, Lei Xing |
| 2011 | Frequent Substring-Based Sequence Classification with an Ensemble of Support Vector Machines Trained Using Reduced Amino Acid Alphabets. | Charith Chitraranjan, Loai Al Nimer, Omar Al Azzam, Saeed Salem, Anne M. Denton, Muhammad J. Iqbal, Shahryar F. Kianian |
| 2011 | Hybrid Evolution of Convolutional Networks. | Brian Cheung, Carl Sable |
| 2011 | Nonparametric Feature Extraction via Direct Maximum Margin Alignment. | Miao Cheng, Yuan Yan Tang, Chi-Man Pun |
| 2011 | Optimization-Based Domain Adaptation towards Person-Adaptive Classification Models. | Rita Chattopadhyay, Shayok Chakraborty, Vineeth Nallure Balasubramanian, Sethuraman Panchanathan |
| 2011 | Tactile Sensor System Processing Based on K-means Clustering. | Harry Chan-Maestas, Donald A. Sofge |
| 2011 | Active Batch Selection for Fuzzy Classification in Facial Expression Recognition. | Shayok Chakraborty, Hemanth Venkateswara, Vineeth Nallure Balasubramanian, Sethuraman Panchanathan |
| 2011 | Large Margin Classifier Based on Hyperdisks. | Hakan Cevikalp |
| 2011 | The ROC-Boost Design Algorithm for Asymmetric Classification. | Guido Cesare, Roberto Manduchi |
| 2011 | Using SVD for Segmentation and Classification of Human Hand Actions. | Alberto Cavallo |
| 2011 | Nonlinear Transformations of Marginalisation Mappings for Kernels on Hidden Markov Models. | Anna Caterina Carli, Francesca P. Carli |
| 2011 | Max-Coupled Learning: Application to Breast Cancer. | Jaime S. Cardoso, Ins Domingues |
| 2011 | A Resource Entity Model Oriented Mobile Collaboration Environment. | Yuhui Cao, Weihong Wang, Zhiqiang He, Dianyuan Shi, Liang Li |
| 2011 | Mobile Robot Self-Localization Based on Omnidirectional Vision and Gaussian Models. | Diego Campos-Sobrino, Francisco Coral-Sabido, Martha Varguez-Moo, Vctor Uc-Cetina, Arturo Espinosa-Romero |
| 2011 | Comparison of Classification Techniques used in Machine Learning as Applied on Vocational Guidance Data. | Halil-Ibrahim Bulbul, zkan nsal |
| 2011 | SVM Multi-classification of T2D/CVD Patients Using Biomarker Features. | Sai Buddi, Thomas Taylor, Chad Borges, Randall Nelson |
| 2011 | Dynamic Testing and Calibration of Gaussian Processes for Vehicle Attitude Estimation. | Jordan Britt, David J. Broderick, David M. Bevly, John Y. Hung |
| 2011 | Incremental Learning Based on Growing Gaussian Mixture Models. | Abdelhamid Bouchachia, Charlie Vanaret |
| 2011 | Pre-trained Neural Networks Used for Non-linear State Estimation. | Enis Bayramoglu, Nils A. Andersen, Ole Ravn, Niels Kjlstad Poulsen |
| 2011 | An Intelligent Power Factor Correction Approach Based on Linear Regression and Ridge Regression Methods. | Ramazan Bayindir, Murat Gk, Ersan Kabalci, Orhan Kaplan |
| 2011 | State Aggregation by Growing Neural Gas for Reinforcement Learning in Continuous State Spaces. | Michael Baumann, Hans Kleine Bning |