Pattern Recognition - Applications and Methods: International Conference, ICPRAM 2012 Vilamoura, Algarve, Portugal, February 6-8, 2012 Revised Selected Papers

✍ Scribed by Thomas Loveday, Mark Wiggins, Marino Festa (auth.), Pedro Latorre Carmona, J. Salvador Sánchez, Ana L.N. Fred (eds.)

• Publisher: Springer-Verlag Berlin Heidelberg
• Year: 2013
• Tongue: English
• Leaves: 208
• Series: Advances in Intelligent Systems and Computing 204
• Edition: 1
• Category: Library

✦ Synopsis

This edited book includes extended and revised versions of a set of selected papers from the First International Conference on Pattern Recognition (ICPRAM 2012), held in Vilamoura, Algarve, Portugal, from 6 to 8 February, 2012, sponsored by the Institute for Systems and Technologies of Information Control and Communication (INSTICC) and held in cooperation with the Association for the Advancement of Artificial Intelligence (AAAI) and Pattern Analysis, Statistical Modelling and Computational Learning (PASCAL2). The conference brought together researchers, engineers and practitioners interested on the areas of Pattern Recognition, both from theoretical and application perspectives.

✦ Table of Contents

Front Matter....Pages 1-11
Pattern Recognition as an Indicator of Diagnostic Expertise....Pages 1-11
Analysis of Factorial Designs with the Consideration of Interactions via the Stepwise Response Refinement Screener (SRRS)....Pages 13-21
Object Detection with Semi-local Features....Pages 23-35
Inferring Time Varying Dynamic Linear Model Parameters from a Mixture Model....Pages 37-50
A Performance Evaluation of Mutual Information Estimators for Multivariate Feature Selection....Pages 51-63
Modelling and Explaining Online News Preferences....Pages 65-77
Combining Graph Seriation and Substructures Mining for Graph Recognition....Pages 79-91
Segmentation of Nonstationary Time Series with Geometric Clustering....Pages 93-107
A Novel Framework for Nontechnical Losses Detection in Electricity Companies....Pages 109-120
Adaptive Features for Object Classification....Pages 121-133
SVM-Based Feature Selection and Classification for Email Filtering....Pages 135-148
Instance Selection Methods and Resampling Techniques for Dissimilarity Representation with Imbalanced Data Sets....Pages 149-160
Simplex Decompositions Using Singular Values Decomposition....Pages 161-170
On the Understanding of the Stream Volume Behavior on Twitter....Pages 171-180
Training Selection with Label Propagation for Semi-supervised Land Classification and Segmentation of Satellite Images....Pages 181-192
Hyperspectral Imagery Framework for Unmixing and Dimensionality Estimation....Pages 193-204
Back Matter....Pages 205-205

✦ Subjects

Computational Intelligence; Artificial Intelligence (incl. Robotics); Computer Imaging, Vision, Pattern Recognition and Graphics