دانلود کتاب Partially Supervised Learning: First IAPR TC3 Workshop, PSL 2011, Ulm, Germany, September 15-16, 2011, Revised Selected Papers

فهرست مطالب :

Front Matter....Pages -
Unlabeled Data and Multiple Views....Pages 1-7
Online Semi-supervised Ensemble Updates for fMRI Data....Pages 8-18
Studying Self- and Active-Training Methods for Multi-feature Set Emotion Recognition....Pages 19-31
Semi-supervised Linear Discriminant Analysis Using Moment Constraints....Pages 32-41
Manifold-Regularized Minimax Probability Machine....Pages 42-51
Supervised and Unsupervised Co-training of Adaptive Activation Functions in Neural Nets....Pages 52-61
Semi-unsupervised Weighted Maximum-Likelihood Estimation of Joint Densities for the Co-training of Adaptive Activation Functions....Pages 62-71
Semi-Supervised Kernel Clustering with Sample-to-Cluster Weights....Pages 72-81
Homeokinetic Reinforcement Learning....Pages 82-91
Iterative Refinement of HMM and HCRF for Sequence Classification....Pages 92-95
On the Utility of Partially Labeled Data for Classification of Microarray Data....Pages 96-109
Multi-instance Methods for Partially Supervised Image Segmentation....Pages 110-119
Semi-supervised Training Set Adaption to Unknown Countries for Traffic Sign Classifiers....Pages 120-127
Comparison of Combined Probabilistic Connectionist Models in a Forensic Application....Pages 128-137
Classification of Emotional States in a Woz Scenario Exploiting Labeled and Unlabeled Bio-physiological Data....Pages 138-147
Using Self Organizing Maps to Find Good Comparison Universities....Pages 148-153
Sink Web Pages in Web Application....Pages 154-158
Back Matter....Pages -