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Artificial Neural Networks in Pattern Recognition 4th IAPR TC3 Workshop, ANNPR 2010, Cairo, Egypt, April 11-13, 2010, Proceedings

Bibliographic Details
Other Authors: Schwenker, Friedhelm (Editor), El Gayar, Neamat (Editor)
Format: eBook
Language:English
Published: Berlin, Heidelberg Springer Berlin Heidelberg 2010, 2010
Edition:1st ed. 2010
Series:Lecture Notes in Artificial Intelligence
Subjects:
Artificial Intelligence
Algorithms
Database Management
Data Mining
Application Software
Data Mining And Knowledge Discovery
Computer And Information Systems Applications
Automated Pattern Recognition
Pattern Recognition Systems
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • Supervised Learning
  • Pattern Classification Using a Penalized Likelihood Method
  • Evaluation of Feature Selection by Multiclass Kernel Discriminant Analysis
  • Correlation-Based and Causal Feature Selection Analysis for Ensemble Classifiers
  • A New Monte Carlo-Based Error Rate Estimator
  • Recognition of Sequences of Graphical Patterns
  • Maximum Echo-State-Likelihood Networks for Emotion Recognition
  • Robustness Analysis of Eleven Linear Classifiers in Extremely High–Dimensional Feature Spaces
  • Unsupervised Learning
  • Global Coordination Based on Matrix Neural Gas for Dynamic Texture Synthesis
  • SIC-Means: A Semi-fuzzy Approach for Clustering Data Streams Using C-Means
  • The Mathematics of Divergence Based Online Learning in Vector Quantization
  • Cluster Analysis of Cortical Pyramidal Neurons Using SOM
  • Parallelized Kernel Patch Clustering
  • Visual Pattern Recognition
  • Neural Network Cascade for Facial Feature Localization
  • A Hidden Markov Model Based Approach for Facial ExpressionRecognition in Image Sequences
  • Analysis, Interpretation, and Recognition of Facial Action Units and Expressions Using Neuro-Fuzzy Modeling
  • Content-Based Retrieval and Classification of Ultrasound Medical Images of Ovarian Cysts
  • Applications
  • A Novel Word Spotting Algorithm Using Bidirectional Long Short-Term Memory Neural Networks
  • Swarm Based Fuzzy Discriminant Analysis for Multifunction Prosthesis Control
  • Bayesian Learning of Generalized Gaussian Mixture Models on Biomedical Images
  • Defective Areas Identification in Aircraft Components by Bivariate EMD Analysis of Ultrasound Signals
  • Different Regions Identification in Composite Strain-Encoded (C-SENC) Images Using Machine Learning Techniques
  • Exploiting Neural Networks to Enhance Trend Forecasting for Hotels Reservations
  • VLSI Architecture of the Fuzzy Fingerprint Vault System
  • Invited Talk
  • Clustering Very Large Dissimilarity Data Sets

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