Neural Information Processing: 21st International Conference, ICONIP 2014, Kuching, Malaysia, November 3-6, 2014. Proceedings, Part II

Front Matter....Pages -
A New Ensemble Clustering Method Based on Dempster-Shafer Evidence Theory and Gaussian Mixture Modeling....Pages 1-8
Extraction of Dimension Reduced Features from Empirical Kernel Vector....Pages 9-16
Method of Evolving Non-stationary Multiple Kernel Learning....Pages 17-25
A Kernel Method to Extract Common Features Based on Mutual Information....Pages 26-34
Properties of Text-Prompted Multistep Speaker Verification Using Gibbs-Distribution-Based Extended Bayesian Inference for Rejecting Unregistered Speakers....Pages 35-43
Non-monotonic Feature Selection for Regression....Pages 44-51
Non-negative Matrix Factorization with Schatten p-norms Reguralization....Pages 52-59
A New Energy Model for the Hidden Markov Random Fields....Pages 60-67
Online Nonlinear Granger Causality Detection by Quantized Kernel Least Mean Square....Pages 68-75
A Computational Model of Anti-Bayesian Sensory Integration in the Size-Weight Illusion....Pages 76-83
Unsupervised Dimensionality Reduction for Gaussian Mixture Model....Pages 84-92
Graph Kernels Exploiting Weisfeiler-Lehman Graph Isomorphism Test Extensions....Pages 93-100
Texture Analysis Based Automated Decision Support System for Classification of Skin Cancer Using SA-SVM....Pages 101-109
In-attention State Monitoring for a Driver Based on Head Pose and Eye Blinking Detection Using One Class Support Vector Machine....Pages 110-117
An Improved Separating Hyperplane Method with Application to Embedded Intelligent Devices....Pages 118-125
Fine-Grained Air Quality Monitoring Based on Gaussian Process Regression....Pages 126-134
Retrieval of Experiments by Efficient Comparison of Marginal Likelihoods....Pages 135-142
A New Approach of Diversity Enhanced Particle Swarm Optimization with Neighborhood Search and Adaptive Mutation....Pages 143-150
Data Clustering Based on Particle Swarm Optimization with Neighborhood Search and Cauchy Mutation....Pages 151-159
Accuracy Improvement of Localization and Mapping of ICP-SLAM via Competitive Associative Nets and Leave-One-Out Cross-Validation....Pages 160-169
Saliency Level Set Evolution....Pages 170-177
Application of Cuckoo Search for Design Optimization of Heat Exchangers....Pages 178-185
A Hybrid Method to Improve the Reduction of Ballistocardiogram Artifact from EEG Data....Pages 186-193
VLGAAC: Variable Length Genetic Algorithm Based Alternative Clustering....Pages 194-202
Social Book Search with Pseudo-Relevance Feedback....Pages 203-211
A Random Key Genetic Algorithm for Live Migration of Multiple Virtual Machines in Data Centers....Pages 212-220
Collaboration of the Radial Basis ART and PSO in Multi-Solution Problems of the Hénon Map....Pages 221-228
Reconstructing Gene Regulatory Network with Enhanced Particle Swarm Optimization....Pages 229-236
Neural Network Training by Hybrid Accelerated Cuckoo Particle Swarm Optimization Algorithm....Pages 237-244
An Accelerated Particle Swarm Optimization Based Levenberg Marquardt Back Propagation Algorithm....Pages 245-253
Fission-and-Recombination Particle Swarm Optimizers for Search of Multiple Solutions....Pages 254-262
Fast Generalized Fuzzy C-means Using Particle Swarm Optimization for Image Segmentation....Pages 263-270
Evolutionary Learning and Stability of Mixed-Rule Cellular Automata....Pages 271-278
Radical-Enhanced Chinese Character Embedding....Pages 279-286
Conditional Multidimensional Parameter Identification with Asymmetric Correlated Losses of Estimation Errors....Pages 287-294
Short Text Hashing Improved by Integrating Topic Features and Tags....Pages 295-302
Synthetic Test Data Generation for Hierarchical Graph Clustering Methods....Pages 303-310
Optimal Landmark Selection for Nyström Approximation....Pages 311-318
Privacy Preserving Clustering: A k -Means Type Extension....Pages 319-326
Stream Quantiles via Maximal Entropy Histograms....Pages 327-334
A Unified Framework for Thermal Face Recognition....Pages 335-343
Geometric Feature-Based Facial Emotion Recognition Using Two-Stage Fuzzy Reasoning Model....Pages 344-351
Human Activity Recognition by Matching Curve Shapes....Pages 352-360
Sentiment Analysis of Chinese Microblogs Based on Layered Features....Pages 361-368
Feature Group Weighting and Topological Biclustering....Pages 369-376
A Label Completion Approach to Crowd Approximation....Pages 377-385
Multi-label Linear Discriminant Analysis with Locality Consistency....Pages 386-394
Hashing for Financial Credit Risk Analysis....Pages 395-403
MAP Inference with MRF by Graduated Non-Convexity and Concavity Procedure....Pages 404-412
Two-Phase Approach to Link Prediction....Pages 413-420
Properties of Direct Multi-Step Ahead Prediction of Chaotic Time Series and Out-of-Bag Estimate for Model Selection....Pages 421-428
Multi-document Summarization Based on Sentence Clustering....Pages 429-436
An Ontology-Based Approach to Query Suggestion Diversification....Pages 437-444
Sensor Drift Compensation Using Fuzzy Interference System and Sparse-Grid Quadrature Filter in Blood Glucose Control....Pages 445-453
Webpage Segmentation Using Ontology and Word Matching....Pages 454-461
Continuity of Discrete-Time Fuzzy Systems....Pages 462-469
Sib-Based Survival Selection Technique for Protein Structure Prediction in 3D-FCC Lattice Model....Pages 470-478
Tensor Completion Based on Structural Information....Pages 479-486
Document Versioning Using Feature Space Distances....Pages 487-494
Separation and Classification of Crackles and Bronchial Breath Sounds from Normal Breath Sounds Using Gaussian Mixture Model....Pages 495-502
Combined Features for Face Recognition in Surveillance Conditions....Pages 503-514
Sparse Coding on Multiple Manifold Data....Pages 515-523
Mutual Information Estimation with Random Forests....Pages 524-531
Out-Of-Vocabulary Words Recognition Based on Conditional Random Field in Electronic Commerce....Pages 532-539
Least Angle Regression in Orthogonal Case....Pages 540-547
Evaluation Protocol of Early Classifiers over Multiple Data Sets....Pages 548-555
Exploiting Level-Wise Category Links for Semantic Relatedness Computing....Pages 556-564
Characteristic Prediction of a Varistor in Over-Voltage Protection Application....Pages 565-572
Optimizing Complex Building Renovation Process with Fuzzy Signature State Machines....Pages 573-580
News Title Classification with Support from Auxiliary Long Texts....Pages 581-588
Modelling Mediator Intervention in Joint Decision Making Processes Involving Mutual Empathic Understanding....Pages 589-596
Back Matter....Pages -