Advances in Neural Networks – ISNN 2005

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106,99 

Second International Symposium on Neural Networks, Chongqing, China, May 30 – June 1,2005, Proceedings, Part II, Lecture Notes in Computer Science 3497 – Theoretical Computer Science and General Issues

ISBN: 3540259139
ISBN 13: 9783540259138
Herausgeber: Jun Wang/Xiaofeng Liao/Zhang Yi
Verlag: Springer Verlag GmbH
Umfang: xlix, 947 S.
Erscheinungsdatum: 17.05.2005
Auflage: 1/2005
Produktform: Kartoniert
Einband: Kartoniert

Includes supplementary material: sn.pub/extras

Artikelnummer: 7477211 Kategorie:

Beschreibung

InhaltsangabePattern Analysis.- A New Approach for Classification: Visual Simulation Point of View.- A Novel Classifier with the Immune-Training Based Wavelet Neural Network.- Fisher Subspace Tree Classifier Based on Neural Networks.- Classification Algorithms Based on Fisher Discriminant and Perceptron Neural Network.- Robust Classification of Immunity Clonal Synergetic Network Inspired by Fuzzy Integral.- An Improved Optimal Pairwise Coupling Classifier.- Improvement on Response Performance of Min-Max Modular Classifier by Symmetric Module Selection.- Principle for Outputs of Hidden Neurons in CC4 Network.- Chunk Incremental LDA Computing on Data Streams.- A Novel Clustering Method Based on SVM.- Clustering High-Dimensional Data Using Growing SOM.- A Novel Clustering Algorithm Based upon a SOFM Neural Network Family.- Advanced Visualization Techniques for Self-organizing Maps with Graph-Based Methods.- Selection of Optimal Features for Iris Recognition.- Application of Multi-weighted Neuron for Iris Recognition.- Robust Precise Eye Location by Adaboost and SVM Techniques.- Classification-Based Face Detection Using Compound Features.- Face Recognition Using RBF Neural Networks and Wavelet Transform.- Face Recognition Using Fisher Non-negative Matrix Factorization with Sparseness Constraints.- Gabor Features-Based Classification Using SVM for Face Recognition.- An Experimental Evaluation of Linear and Kernel-Based Classifiers for Face Recognition.- A Study on Illumination Invariant Face Recognition Methods Based on Multiple Eigenspaces.- Boosted Independent Features for Face Expression Recognition.- Intelligent Immigration Control System by Using Passport Recognition and Face Verification.- Recognition of Finger Spelling of American Sign Language with Artificial Neural Network Using Position/Orientation Sensors and Data Glove.- Fingerprint Minutia Recognition with Fuzzy Neural Network.- Fingerprint Classification Based on Curvature Sampling and RBF Neural Networks.- Palmprint Recognition Based on Translation Invariant Zernike Moments and Modular Neural Network.- Gait Recognition Using Independent Component Analysis.- Nighttime Pedestrian Detection with a Normal Camera Using SVM Classifier.- Signature Recognition and Verification with Artificial Neural Network Using Moment Invariant Method.- Handwritten Digit Recognition with Kernel-Based LVQ Classifier in Input Space.- Recognition of English Business Cards Using Enhanced Hybrid Network.- A Novel Approach for License Plate Recognition Using Subspace Projection and Probabilistic Neural Network.- Automatic Authentication Technique Based on Supervised ART-2 and Polynomial Spline Pyramid Algorithm.- Neural Network Based Online Feature Selection for Vehicle Tracking.- TextCC: New Feed Forward Neural Network for Classifying Documents Instantly.- A Neural Network Model for Hierarchical Multilingual Text Categorization.- Chinese Syntactic Category Disambiguation Using Support Vector Machines.- A Clustering Algorithm for Chinese Text Based on SOM Neural Network and Density.- Automatic Caption Detection in Video Frames Based on Support Vector Machine.- Selection of ICA Features for Texture Classification.- Feature Selection and Fusion for Texture Classification.- Scene Classification Using Adaptive Processing of Tree Representation of Rectangular-Shape Partition of Images.- Shape Recognition Based on Radial Basis Probabilistic Neural Network and Application to Plant Species Identification.- Image Recognition Using Synergetic Neural Network.- Content Based Retrieval and Classification of Cultural Relic Images.- Obscene Image Recognition Based on Model Matching and BWFNN.- Classification of SAR Imagery Using Multiscale Self-organizing Network.- Mixture of Experts for Stellar Data Classification.- A Neural Network Model for Extraction of Salient Contours.- A Mechanism for Extracting Optical Virtual Contours of Discrete Dot Stimuli.- Using Self-organizing Map for Mental Tasks Classification in Brain-Comp

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