This book constitutes the refereed proceedings of the 4th IAPR TC3 Workshop, ANNPR 2010, held in Cairo, Eqypt, in April 2010. The 23 revised full papers presented were carefully reviewed and selected from 42 submissions. The major topics of ANNPR are supervised and unsupervised learning, feature selection, pattern recognition in signal and image processing, and applications in data mining or bioinformatics.
Author(s): Ahmed Al-Ani, Amir F. Atiya (auth.), Friedhelm Schwenker, Neamat El Gayar (eds.)
Series: Lecture Notes in Computer Science 5998 : Lecture Notes in Artificial Intelligence
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2010
Language: English
Pages: 280
Tags: Artificial Intelligence (incl. Robotics); Information Systems Applications (incl.Internet); Database Management; Pattern Recognition; Algorithm Analysis and Problem Complexity; Data Mining and Knowledge Discovery
Front Matter....Pages -
Pattern Classification Using a Penalized Likelihood Method....Pages 1-12
Evaluation of Feature Selection by Multiclass Kernel Discriminant Analysis....Pages 13-24
Correlation-Based and Causal Feature Selection Analysis for Ensemble Classifiers....Pages 25-36
A New Monte Carlo-Based Error Rate Estimator....Pages 37-47
Recognition of Sequences of Graphical Patterns....Pages 48-59
Maximum Echo-State-Likelihood Networks for Emotion Recognition....Pages 60-71
Robustness Analysis of Eleven Linear Classifiers in Extremely High–Dimensional Feature Spaces....Pages 72-83
Global Coordination Based on Matrix Neural Gas for Dynamic Texture Synthesis....Pages 84-95
SIC-Means: A Semi-fuzzy Approach for Clustering Data Streams Using C-Means....Pages 96-107
The Mathematics of Divergence Based Online Learning in Vector Quantization....Pages 108-119
Cluster Analysis of Cortical Pyramidal Neurons Using SOM....Pages 120-130
Parallelized Kernel Patch Clustering....Pages 131-140
Neural Network Cascade for Facial Feature Localization....Pages 141-148
A Hidden Markov Model Based Approach for Facial Expression Recognition in Image Sequences....Pages 149-160
Analysis, Interpretation, and Recognition of Facial Action Units and Expressions Using Neuro-Fuzzy Modeling....Pages 161-172
Content-Based Retrieval and Classification of Ultrasound Medical Images of Ovarian Cysts....Pages 173-184
A Novel Word Spotting Algorithm Using Bidirectional Long Short-Term Memory Neural Networks....Pages 185-196
Swarm Based Fuzzy Discriminant Analysis for Multifunction Prosthesis Control....Pages 197-206
Bayesian Learning of Generalized Gaussian Mixture Models on Biomedical Images....Pages 207-218
Defective Areas Identification in Aircraft Components by Bivariate EMD Analysis of Ultrasound Signals....Pages 219-230
Different Regions Identification in Composite Strain-Encoded (C-SENC) Images Using Machine Learning Techniques....Pages 231-240
Exploiting Neural Networks to Enhance Trend Forecasting for Hotels Reservations....Pages 241-251
VLSI Architecture of the Fuzzy Fingerprint Vault System....Pages 252-258
Clustering Very Large Dissimilarity Data Sets....Pages 259-273
Back Matter....Pages -
