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  • Produktbild: Advances in Neural Networks -- ISNN 2010
  • Produktbild: Advances in Neural Networks -- ISNN 2010

Advances in Neural Networks -- ISNN 2010 7th International Symposium on Neural Networks, ISNN 2010, Shanghai, China, June 6-9, 2010, Proceedings, Part II

Aus der Reihe Theoretical Computer Science and General Issues

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Beschreibung

Details

Einband

Taschenbuch

Erscheinungsdatum

20.05.2010

Abbildungen

XXX, 247 illus., schwarz-weiss Illustrationen

Herausgeber

James Kwok + weitere

Verlag

Springer Berlin

Seitenzahl

641

Maße (L/B/H)

23,5/15,5/3,7 cm

Gewicht

1129 g

Auflage

2010

Sprache

Englisch

ISBN

978-3-642-13317-6

Beschreibung

Details

Einband

Taschenbuch

Erscheinungsdatum

20.05.2010

Abbildungen

XXX, 247 illus., schwarz-weiss Illustrationen

Herausgeber

Verlag

Springer Berlin

Seitenzahl

641

Maße (L/B/H)

23,5/15,5/3,7 cm

Gewicht

1129 g

Auflage

2010

Sprache

Englisch

ISBN

978-3-642-13317-6

Herstelleradresse

Springer-Verlag KG
Sachsenplatz 4-6
1201 Wien
AT

Email: ProductSafety@springernature.com

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  • Produktbild: Advances in Neural Networks -- ISNN 2010
  • Produktbild: Advances in Neural Networks -- ISNN 2010
  • SVM and Kernel Methods.- Support Vector Regression and Ant Colony Optimization for Grid Resources Prediction.- An Improved Kernel Principal Component Analysis for Large-Scale Data Set.- Software Defect Prediction Using Fuzzy Support Vector Regression.- Refining Kernel Matching Pursuit.- Optimization of Training Samples with Affinity Propagation Algorithm for Multi-class SVM Classification.- An Effective Support Vector Data Description with Relevant Metric Learning.- A Support Vector Machine (SVM) Classification Approach to Heart Murmur Detection.- Genetic Algorithms with Improved Simulated Binary Crossover and Support Vector Regression for Grid Resources Prediction.- Temporal Gene Expression Profiles Reconstruction by Support Vector Regression and Framelet Kernel.- Linear Replicator in Kernel Space.- Coincidence of the Solutions of the Modified Problem with the Original Problem of v-MC-SVM.- Vision and Image.- Frequency Spectrum Modification: A New Model for Visual Saliency Detection.- 3D Modeling from Multiple Images.- Infrared Face Recognition Based on Histogram and K-Nearest Neighbor Classification.- Palmprint Recognition Using 2D-Gabor Wavelet Based Sparse Coding and RBPNN Classifier.- Global Face Super Resolution and Contour Region Constraints.- An Approach to Texture Segmentation Analysis Based on Sparse Coding Model and EM Algorithm.- A Novel Object Categorization Model with Implicit Local Spatial Relationship.- Facial Expression Recognition Method Based on Gabor Wavelet Features and Fractional Power Polynomial Kernel PCA.- Affine Invariant Topic Model for Generic Object Recognition.- Liver Segmentation from Low Contrast Open MR Scans Using K-Means Clustering and Graph-Cuts.- A Biologically-Inspired Automatic Matting Method Based on Visual Attention.- Palmprint Classification Using Wavelets and AdaBoost.- Face Recognition Based on Gabor-Enhanced Manifold Learning and SVM.- Gradient-based Local Descriptor and Centroid Neural Network for Face Recognition.- Mean Shift Segmentation Method Based on Hybridized Particle Swarm Optimization.- Palmprint Recognition Using Polynomial Neural Network.- Motion Detection Based on Biological Correlation Model.- Research on a Novel Image Encryption Scheme Based on the Hybrid of Chaotic Maps.- Computational and Neural Mechanisms for Visual Suppression.- Visual Selection and Attention Shifting Based on FitzHugh-Nagumo Equations.- Data Mining and Text Analysis.- Pruning Training Samples Using a Supervised Clustering Algorithm.- An Extended Validity Index for Identifying Community Structure in Networks.- Selected Problems of Intelligent Corpus Analysis through Probabilistic Neural Networks.- A Novel Chinese Text Feature Selection Method Based on Probability Latent Semantic Analysis.- A New Closeness Metric for Social Networks Based on the k Shortest Paths.- A Location Based Text Mining Method Using ANN for Geospatial KDD Process.- Modeling Topical Trends over Continuous Time with Priors.- Improving Sequence Alignment Based Gene Functional Annotation with Natural Language Processing and Associative Clustering.- Acquire Job Opportunities for Chinese Disabled Persons Based on Improved Text Classification.- Research and Application to Automatic Indexing.- Hybrid Clustering of Multiple Information Sources via HOSVD.- A Novel Hybrid Data Mining Method Based on the RS and BP.- BCI and Brain Imaging.- Dynamic Extension of Approximate Entropy Measure for Brain-Death EEG.- Multi-modal EEG Online Visualization and Neuro-Feedback.- Applications of Second Order Blind Identification to High-Density EEG-Based Brain Imaging: A Review.- A Method for MRI Segmentation of Brain Tissue.- Extract Mismatch Negativity and P3a through Two-Dimensional Nonnegative Decomposition on Time-Frequency Represented Event-Related Potentials.- The Coherence Changes in the Depressed Patients in Response to Different Facial Expressions.- Estimation of Event Related Potentials Using Wavelet Denoising Based Method.- Applications.- Adaptive Fit Parameters Tuning with Data Density Changes in Locally Weighted Learning.- Structure Analysis of Email Networks by Information-Theoretic Clustering.- Recognizing Mixture Control Chart Patterns with Independent Component Analysis and Support Vector Machine.- Application of Rough Fuzzy Neural Network in Iron Ore Import Risk Early-Warning.- Emotion Recognition and Communication for Reducing Second-Language Speaking Anxiety in a Web-Based One-to-One Synchronous Learning Environment.- A New Short-Term Load Forecasting Model of Power System Based on HHT and ANN.- Sensitivity Analysis of CRM Indicators.- Endpoint Detection of SiO2 Plasma Etching Using Expanded Hidden Markov Model.- Kernel Independent Component Analysis and Dynamic Selective Neural Network Ensemble for Fault Diagnosis of Steam Turbine.- A Neural Network Model for Evaluating Mobile Ad Hoc Wireless Network Survivability.- Ultra High Frequency Sine and Sine Higher Order Neural Networks.- Robust Adaptive Control Scheme Using Hopfield Dynamic Neural Network for Nonlinear Nonaffine Systems.- A New Intelligent Prediction Method for Grade Estimation.- Kernel-Based Lip Shape Clustering with Phoneme Recognition for Real-Time Voice Driven Talking Face.- Dynamic Fixed-Point Arithmetic Design of Embedded SVM-Based Speaker Identification System.- A Neural Network Based Model for Project Risk and Talent Management.- Harnessing ANN for a Secure Environment.- Facility Power Usage Modeling and Short Term Prediction with Artificial Neural Networks.- Classification of Malicious Software Behaviour Detection with Hybrid Set Based Feed Forward Neural Network.- MULP: A Multi-Layer Perceptron Application to Long-Term, Out-of-Sample Time Series Prediction.- Denial of Service Detection with Hybrid Fuzzy Set Based Feed Forward Neural Network.- Learning to Believe by Feeling: An Agent Model for an Emergent Effect of Feelings on Beliefs.- Soft Set Theoretic Approach for Discovering Attributes Dependency in Information Systems.- An Application of Optimization Model to Multi-agent Conflict Resolution.- Using TOPSIS Approach for Solving the Problem of Optimal Competence Set Adjustment with Multiple Target Solutions.- About the End-User for Discovering Knowledge.