Neural Information Processing: 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part III

Front Matter....Pages -
Centroid Neural Network with Simulated Annealing and Its Application to Color Image Segmentation....Pages 1-8
Efficient Non-linear Filter for Impulse Noise Removal in Document Images....Pages 9-16
Evolving Flexible Beta Operator Neural Trees (FBONT) for Time Series Forecasting....Pages 17-24
Nonparametric Localized Feature Selection via a Dirichlet Process Mixture of Generalized Dirichlet Distributions....Pages 25-33
Generalized Agglomerative Fuzzy Clustering....Pages 34-41
A Novel Self-Adaptive Clustering Algorithm for Dynamic Data....Pages 42-49
Impulsive Synchronization of State Delayed Discrete Complex Networks with Switching Topology....Pages 50-57
Salient Instance Selection for Multiple-Instance Learning....Pages 58-67
Motivating Retail Marketing Efforts under Fairness Concerns in Small-World Networks: A Multi-agent Simulation....Pages 68-75
Application of Variational Granularity Language Sets in Interactive Genetic Algorithms....Pages 76-83
Linked PARAFAC/CP Tensor Decomposition and Its Fast Implementation for Multi-block Tensor Analysis....Pages 84-91
A Human-Simulated Immune Evolutionary Computation Approach....Pages 92-99
A STPHD-Based Multi-sensor Fusion Method....Pages 100-107
Group Sparse Inverse Covariance Selection with a Dual Augmented Lagrangian Method....Pages 108-115
Multiple Outlooks Learning with Support Vector Machines....Pages 116-124
Multi-Task Learning Using Shared and Task Specific Information....Pages 125-132
Learning Attentive Fusion of Multiple Bayesian Network Classifiers....Pages 133-140
Multiclass Penalized Likelihood Pattern Classification Algorithm....Pages 141-148
Self-Organising Maps for Classification with Metropolis-Hastings Algorithm for Supervision....Pages 149-156
Decoupled 2-D DOA Estimation Algorithm Based on Cross-Correlation Matrix for Coherently Distributed Source....Pages 157-165
Feature Extraction by Nonnegative Tucker Decomposition from EEG Data Including Testing and Training Observations....Pages 166-173
A New Approach for a Priori Client Threshold Estimation in Biometric Signature Recognition Based on Multiple Linear Regression....Pages 174-182
Deterministic Annealing Multi-Sphere Support Vector Data Description....Pages 183-190
Maximal Margin Approach to Kernel Generalised Learning Vector Quantisation for Brain-Computer Interface....Pages 191-198
A Basic Study on Particle Swarm Optimization Based on Chaotic Spike Oscillator Dynamics....Pages 199-207
On the Objective Function and Learning Algorithm for Concurrent Open Node Fault....Pages 208-216
Evolutionary Extreme Learning Machine for Ordinal Regression....Pages 217-227
Biclustering and Subspace Learning with Regularization for Financial Risk Analysis....Pages 228-235
Emotion Understanding in Movie Clips Based on EEG Signal Analysis....Pages 236-243
A Distributed Q-Learning Approach for Variable Attention to Multiple Critics....Pages 244-251
A Hybrid Approach for Adaptive Car Navigation....Pages 252-261
Low Complexity Classification System for Glove-Based Arabic Sign Language Recognition....Pages 262-268
Transductive Cartoon Retrieval by Multiple Hypergraph Learning....Pages 269-276
Adaptive Multiplicative Updates for Projective Nonnegative Matrix Factorization....Pages 277-284
Online Projective Nonnegative Matrix Factorization for Large Datasets....Pages 285-290
Optimization of Fuzzy Systems Using Group-Based Evolutionary Algorithm....Pages 291-298
Gabor-Based Novel Local, Shape and Color Features for Image Classification....Pages 299-306
A Hybrid KNN-Ant Colony Optimization Algorithm for Prototype Selection....Pages 307-314
Energy-Efficient Virtual Machine Placement in Data Centers by Genetic Algorithm....Pages 315-323
A Contextual-Bandit Algorithm for Mobile Context-Aware Recommender System....Pages 324-331
Multi-source Transfer Learning with Multi-view Adaboost....Pages 332-339
Semi-supervised Multitask Learning via Self-training and Maximum Entropy Discrimination....Pages 340-347
Tracking Property of UMDA in Dynamic Environment by Landscape Framework....Pages 348-355
Computation of Joint Spectral Radius for Network Model Associated with Rank-One Matrix Set....Pages 356-363
Novelty Detection Using a New Group Outlier Factor....Pages 364-372
Hierarchical K-Means Algorithm for Modeling Visual Area V2 Neurons....Pages 373-381
Feature Selection for Unsupervised Learning....Pages 382-389
Recursive Similarity-Based Algorithm for Deep Learning....Pages 390-397
A Fast Edge-Directed Interpolation Algorithm....Pages 398-405
Real-Valued Constraint Optimization with ICHEA....Pages 406-416
Modeling Post-training Memory Transfer in Cerebellar Motor Learning....Pages 417-424
Surface-Based Construction of Curvature Selectivity from the Integration of Local Orientations....Pages 425-433
Solving Dynamic Constraint Optimization Problems Using ICHEA....Pages 434-444
An Incremental Approach to Solving Dynamic Constraint Satisfaction Problems....Pages 445-455
Constrained Multi-objective Optimization Using a Quantum Behaved Particle Swarm....Pages 456-464
Learning from Positive and Unlabelled Examples Using Maximum Margin Clustering....Pages 465-473
Novel Robust Stability Criteria for Stochastic Hopfield Neural Network with Time-Varying Delays....Pages 474-479
RST-DCA: A Dendritic Cell Algorithm Based on Rough Set Theory....Pages 480-487
A Meta-Learning Approach to Select Meta-Heuristics for the Traveling Salesman Problem Using MLP-Based Label Ranking....Pages 488-495
Modified Particle Swarm Optimization for Pattern Clustering....Pages 496-503
A Weighted Learning Vector Quantization Approach for Interval Data....Pages 504-511
A Genetic Algorithm Solution for the Operation of Green LTE Networks with Energy and Environment Considerations....Pages 512-519
Robust Hypersurface Fitting Based on Random Sampling Approximations....Pages 520-527
Manifold Regularized Multi-Task Learning....Pages 528-536
Cooperative Behavior Acquisition in Multi-agent Reinforcement Learning System Using Attention Degree....Pages 537-544
Basic Study on Particle Swarm Optimization with Hierarchical Structure for Constrained Optimization Problems....Pages 545-551
A New Probabilistic Approach to Independent Component Analysis Suitable for On-Line Learning in Artificial Neural Networks....Pages 552-559
Immune Algorithm for Bitmap Join Indexes....Pages 560-567
Data Driven System Identification Using Evolutionary Algorithms....Pages 568-576
A Possibilistic Density Based Clustering for Discovering Clusters of Arbitrary Shapes and Densities in High Dimensional Data....Pages 577-584
A Knowledge-Driven Bi-clustering Method for Mining Noisy Datasets....Pages 585-593
Robust Active Learning for Linear Regression via Density Power Divergence....Pages 594-602
Adaptive Probabilistic Policy Reuse....Pages 603-611
Adaptive Classifier Selection in Large-Scale Hierarchical Classification....Pages 612-619
An Efficient Algorithm for Anomaly Detection in a Flight System Using Dynamic Bayesian Networks....Pages 620-628
A Novel Road Traffic Sign Detection and Recognition Approach by Introducing CCM and LESH....Pages 629-636
On the Application of Bio-inspired Algorithms in Timetabling Problem....Pages 637-644
A Bio Inspired Estimation of Distribution Algorithm for Global Optimization....Pages 645-652
Managing Qualitative Preferences with Constraints....Pages 653-662
A Bio Inspired Fuzzy K-Modes Clustring Algorithm....Pages 663-669
Evaluating SPAN Incremental Learning for Handwritten Digit Recognition....Pages 670-677
DPSO Based on Random Particle Priority Value and Decomposition Procedure as a Searching Strategy for the Evacuation Vehicle Routing Problem....Pages 678-685
A Quantum-Inspired Evolutionary Algorithm for Optimization Numerical Problems....Pages 686-693
Are You a Social Conformer?....Pages 694-701
Canonical Duality Theory and Algorithm for Solving Challenging Problems in Network Optimisation....Pages 702-709
Back Matter....Pages -