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

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Schwenker, Friedhelm (Επιμελητής έκδοσης), Gayar, Neamat El (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2010.
• Σειρά: Lecture Notes in Computer Science, 5998
• Θέματα: Computer science.; Algorithms.; Database management.; Data mining.; Artificial intelligence.; Pattern recognition.; Computer Science.; Pattern Recognition.; Artificial Intelligence (incl. Robotics).; Information Systems Applications (incl. Internet).; Database Management.; Algorithm Analysis and Problem Complexity.; Data Mining and Knowledge Discovery.

Πίνακας περιεχομένων:

• 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 Expression Recognition 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.