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Author:   Chu Kiong Loo ,  Yap Keem Siah ,  Kok Wai Wong ,  Andrew Teoh Beng Jin
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   2014 ed.
Volume:   8835
Dimensions:   Width: 15.50cm , Height: 3.20cm , Length: 23.50cm
Weight:   9.299kg
ISBN:  

9783319126395

ISBN 10:   3319126393
Pages:   603
Publication Date:   06 November 2014
Audience:   College/higher education ,  Postgraduate, Research & Scholarly
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand  
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Kernel and Statistical Methods.- A New Ensemble Clustering Method based on Dempster-Shafer Evidence Theory and Gaussian Mixture Modeling.- Extraction of Dimension Reduced Features from Empirical Kernel Vector.- Method of Evolving Non-stationary Multiple Kernel Learning.- A kernel method to extract common features based on mutual information.- Properties of Text-Prompted Multistep Speaker Verification Using Gibbs-Distribution-Based Extended Bayesian Inference for Rejecting Unregistered Speakers.- Non-Monotonic Feature Selection for Regression.- Non-negative Matrix Factorization with Schatten p-norms Reguralization.- A New Energy Model for the Hidden Markov Random Fields.- Online nonlinear Granger causality detection by quantized kernel least mean square.- A Computational Model of Anti-Bayesian Sensory Integration in the Size-Weight Illusion.- Unsupervised Dimensionality Reduction for Gaussian Mixture Model.- Graph Kernels exploiting Weisfeiler-Lehman Graph Isomorphism Test Extensions.- Texture analysis based automated decision support System for classification of Skin Cancer using SA-SVM.- In-attention State Monitoring for a Driver Based On Head Pose and Eye Blinking Detection Using One Class Support Vector Machine.- An Improved Separating Hyperplane Method with Application to Embedded Intelligent Devices.- Fine-Grained Air Quality Monitoring Based on Gaussian Process Regression.- Retrieval of Experiments by Efficient Estimation of Marginal Likelihood.- Evolutionary Computation and Hybrid Intelligent Systems.- A New Approach of Diversity Enhanced Particle Swarm Optimization with Neighborhood Search and Adaptive Mutation.- Data Clustering Based on Particle Swarm Optimization with Neighborhood Search and Cauchy Mutation.- Accuracy Improvement of Localization and Mapping of ICP-SLAM Via Competitive Associative Nets and Leave-One-Out Cross-Validation.- Saliency Level Set Evolution.- Application of Cuckoo Search for Design Optimization of Heat Exchangers.- A HybridMethod to Improve the Reduction of Ballistocardiogram Artifact from EEG Data.- VLGAAC: Variable Length Genetic Algorithm based Alternative Clustering.- Social Book Search with Pseudo-Relevance Feedback.- A Random Key Genetic Algorithm for Live Migration of Multiple Virtual Machines in Data Centers.- Collaboration of the Radial Basis ART and PSO in Multi-Solution Problems of the Henon Map.- Reconstructing Gene Regulatory Network with Enhanced Particle Swarm Optimization.- Neural Network Training by Hybrid Accelerated Cuckoo Particle Swarm Optimization Algorithm.- An Accelerated Particle Swarm Optimization Based Levenberg Marquardt Back Propagation Algorithm.- Fission-and-Recombination Particle Swarm Optimizers for Search of Multiple Solutions.- Fast Generalized Fuzzy C-means Using Particle Swarm Optimization for Image Segmentation.- Evolutionary Learning and Stability of Mixed-Rule Cellular Automata.- Pattern Recognition Techniques.- Radical-Enhanced Chinese Character Embedding.- Conditional Multidimensional Parameter Identification with Asymmetric Correlated Losses of Estimation Errors.- Short Text Hashing Improved by Integrating Topic Features and Tags.- Synthetic test data generation for hierarchical graph clustering methods.- Optimal Landmark Selection for Nystrom Approximation.- Privacy Preserving Clustering: A k-Means Type Extension.- Stream Quantiles via Maximal Entropy Histograms.- A Unified Framework for Thermal Face Recognition.- Geometric Feature-based Facial Emotion Recognition using Two-Stage Fuzzy Reasoning Model.- Human Activity Recognition by Matching Curve Shapes.- Sentiment Analysis of Chinese Microblogs Based on Layered Features.- Feature group weighting and topological biclustering.- A Label Completion Approach to Crowd Approximation.- Multi-label Linear Discriminant Analysis with Locality Consistency.- Hashing for Financial Credit Risk Analysis.- MAP Inference with MRF by Graduated Non-Convexity and Concavity Procedure.- Two-Phase Approach to Link Prediction.- Properties of Direct Multi-Step Ahead Prediction of Chaotic Time Series and Out-of-Bag Estimate for Model Selection.- Multi-document Summarization based on Sentence Clustering.- An Ontology-based Approach to Query Suggestion Diversification.- Sensor Drift Compensation Using Fuzzy Interference System and Sparse-Grid Quadrature Filter in Blood Glucose Control.- Segmenting Webpage using Ontology and Word Matching for segments detection.- Continuity of Discrete-time Fuzzy Systems.- Sib-based Survival Selection Technique for Protein Structure Prediction in 3D-FCC lattice Model.- Tensor Completion based on Structural Information.- Document Versioning Using Feature Space Distances.- Separation and Classication of Crackles and Bronchial Breath sounds from Normal Breath Sounds Using Gaussian Mixture Model.- Combined Features for Face Recognition in Surveillance Conditions.- Sparse Coding on Multiple Manifold Data.- Mutual Information Estimation with Random Forests.- Out-of-vocabulary Words Recognition Based on Conditional Random Field in Electronic Commerce.- Least angle regression in orthogonal case.- Evaluation Protocol of Early Classifiers Over Multiple Data Sets.- Exploiting Level-Wise Category Links for Semantic Relatedness Computing.- Characteristic Prediction of A Varistor in Overvoltage Protection Application.- Optimizing Complex Building Renovation Process with Fuzzy Signature State Machines.- News classification with Auxiliary Long Texts.- Modelling Mediator Intervention in Joint Decision Making Processes Involving Mutual Empathic Understanding.

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