Artificial Neural Networks in Pattern Recognition: 5th INNS IAPR TC 3 GIRPR Workshop, ANNPR 2012, Trento, Italy, September 17-19, 2012. Proceedings

Front Matter....Pages -
How to Quantitatively Compare Data Dissimilarities for Unsupervised Machine Learning?....Pages 1-13
Kernel Robust Soft Learning Vector Quantization....Pages 14-23
Incremental Learning by Message Passing in Hierarchical Temporal Memory....Pages 24-35
Representative Prototype Sets for Data Characterization and Classification....Pages 36-47
Feature Selection by Block Addition and Block Deletion....Pages 48-59
Gradient Algorithms for Exploration/Exploitation Trade-Offs: Global and Local Variants....Pages 60-71
Towards a Novel Probabilistic Graphical Model of Sequential Data: Fundamental Notions and a Solution to the Problem of Parameter Learning....Pages 72-81
Towards a Novel Probabilistic Graphical Model of Sequential Data: A Solution to the Problem of Structure Learning and an Empirical Evaluation....Pages 82-92
Statistical Recognition of a Set of Patterns Using Novel Probability Neural Network....Pages 93-103
On Graph-Associated Matrices and Their Eigenvalues for Optical Character Recognition....Pages 104-114
Improving Iris Recognition through New Target Vectors in MLP Artificial Neural Networks....Pages 115-126
Robustness of a CAD System on Digitized Mammograms....Pages 127-138
Facial Expression Recognition Using Game Theory....Pages 139-150
Classification of Segmented Objects through a Multi-net Approach....Pages 151-162
A Decision Support System for the Prediction of the Trabecular Fracture Zone....Pages 163-174
Teeth/Palate and Interdental Segmentation Using Artificial Neural Networks....Pages 175-185
On Instance Selection in Audio Based Emotion Recognition....Pages 186-192
Traffic Sign Classifier Adaption by Semi-supervised Co-training....Pages 193-200
Using Self Organizing Maps to Analyze Demographics and Swing State Voting in the 2008 U.S. Presidential Election....Pages 201-212
Grayscale Images and RGB Video: Compression by Morphological Neural Network....Pages 213-224
NeuCube EvoSpike Architecture for Spatio-temporal Modelling and Pattern Recognition of Brain Signals....Pages 225-243
Back Matter....Pages -