Table of Contents: Partially supervised learning

Annotation

Corporate Authors:	PSL 2011 Ulm, Germany)
Other Authors:	PSL 2011, Schwenker, Friedhelm., Trentin, Edmondo., SpringerLink (Online service)
Format:	eBook
Language:	English
Published:	Berlin ; New York : Springer, ©2012. Berlin ; New York : [2012]
Physical Description:	1 online resource (x, 158 pages) : illustrations.
Series:	Lecture notes in computer science ; 7081. Lecture notes in computer science. Lecture notes in artificial intelligence. LNCS sublibrary. Artificial intelligence.
Subjects:	Machine learning -- Congresses.

Table of Contents:

Unlabeled Data and Multiple Views
Online Semi-supervised Ensemble Updates for fMRI Data
Studying Self- and Active-Training Methods for Multi-feature Set Emotion Recognition
Semi-supervised Linear Discriminant Analysis Using Moment Constraints
Manifold-Regularized Minimax Probability Machine
Supervised and Unsupervised Co-training of Adaptive Activation Functions in Neural Nets
Semi-unsupervised Weighted Maximum-Likelihood Estimation of Joint Densities for the Co-training of Adaptive Activation Functions
Semi-Supervised Kernel Clustering with Sample-to-Cluster Weights
Homeokinetic Reinforcement Learning
Iterative Refinement of HMM and HCRF for Sequence Classification
On the Utility of Partially Labeled Data for Classification of Microarray Data
Multi-instance Methods for Partially Supervised Image Segmentation
Semi-supervised Training Set Adaption to Unknown Countries for Traffic Sign Classifiers
Comparison of Combined Probabilistic Connectionist Models in a Forensic Application
Classification of Emotional States in a Woz Scenario Exploiting Labeled and Unlabeled Bio-physiological Data
Using Self Organizing Maps to Find Good Comparison Universities
Sink Web Pages in Web Application.