Neural Information Processing: 18th International Conference, ICONIP 2011, Shanghai, China, November 13-17, 2011, Proceedings, Part II

Front Matter....Pages -
Agent Personalized Call Center Traffic Prediction and Call Distribution....Pages 1-10
Mapping from Student Domain into Website Category....Pages 11-17
Entropy Based Discriminators for P2P Teletraffic Characterization....Pages 18-27
Faster Log Analysis and Integration of Security Incidents Using Knuth-Bendix Completion....Pages 28-36
Fast Protocol Recognition by Network Packet Inspection....Pages 37-44
Network Flow Classification Based on the Rhythm of Packets....Pages 45-52
Energy-Based Feature Selection and Its Ensemble Version....Pages 53-62
The Rough Set-Based Algorithm for Two Steps....Pages 63-70
An Infinite Mixture of Inverted Dirichlet Distributions....Pages 71-78
Multi-Label Weighted k -Nearest Neighbor Classifier with Adaptive Weight Estimation....Pages 79-88
Emotiono: An Ontology with Rule-Based Reasoning for Emotion Recognition....Pages 89-98
Parallel Rough Set: Dimensionality Reduction and Feature Discovery of Multi-Dimensional Data in Visualization....Pages 99-108
Feature Extraction via Balanced Average Neighborhood Margin Maximization....Pages 109-116
The Relationship between the Newborn Rats’ Hypoxic-Ischemic Brain Damage and Heart Beat Interval Information....Pages 117-124
A Robust Approach for Multivariate Binary Vectors Clustering and Feature Selection....Pages 125-132
The Self-Organizing Map Tree (SOMT) for Nonlinear Data Causality Prediction....Pages 133-142
Document Classification on Relevance: A Study on Eye Gaze Patterns for Reading....Pages 143-150
Multi-Task Low-Rank Metric Learning Based on Common Subspace....Pages 151-159
Reservoir-Based Evolving Spiking Neural Network for Spatio-temporal Pattern Recognition....Pages 160-168
An Adaptive Approach to Chinese Semantic Advertising....Pages 169-176
A Lightweight Ontology Learning Method for Chinese Government Documents....Pages 177-184
Relative Association Rules Based on Rough Set Theory....Pages 185-192
Scalable Data Clustering: A Sammon’s Projection Based Technique for Merging GSOMs....Pages 193-202
A Generalized Subspace Projection Approach for Sparse Representation Classification....Pages 203-210
Macro Features Based Text Categorization....Pages 211-219
Univariate Marginal Distribution Algorithm in Combination with Extremal Optimization (EO, GEO)....Pages 220-227
Promoting Diversity in Particle Swarm Optimization to Solve Multimodal Problems....Pages 228-237
Analysis of Feature Weighting Methods Based on Feature Ranking Methods for Classification....Pages 238-247
Simultaneous Learning of Instantaneous and Time-Delayed Genetic Interactions Using Novel Information Theoretic Scoring Technique....Pages 248-257
Resource Allocation and Scheduling of Multiple Composite Web Services in Cloud Computing Using Cooperative Coevolution Genetic Algorithm....Pages 258-267
Image Classification Based on Weighted Topics....Pages 268-275
A Variational Statistical Framework for Object Detection....Pages 276-283
Performances Evaluation of GMM-UBM and GMM-SVM for Speaker Recognition in Realistic World....Pages 284-291
SVM and Greedy GMM Applied on Target Identification....Pages 292-299
Speaker Identification Using Discriminative Learning of Large Margin GMM....Pages 300-307
Sparse Coding Image Denoising Based on Saliency Map Weight....Pages 308-315
Expanding Knowledge Source with Ontology Alignment for Augmented Cognition....Pages 316-324
Nyström Approximations for Scalable Face Recognition: A Comparative Study....Pages 325-334
A Robust Face Recognition through Statistical Learning of Local Features....Pages 335-341
Development of Visualizing Earphone and Hearing Glasses for Human Augmented Cognition....Pages 342-349
Facial Image Analysis Using Subspace Segregation Based on Class Information....Pages 350-357
An Online Human Activity Recognizer for Mobile Phones with Accelerometer....Pages 358-365
Preprocessing of Independent Vector Analysis Using Feed-Forward Network for Robust Speech Recognition....Pages 366-373
Learning to Rank Documents Using Similarity Information between Objects....Pages 374-381
Efficient Semantic Kernel-Based Text Classification Using Matching Pursuit KFDA....Pages 382-390
Introducing a Novel Data Management Approach for Distributed Large Scale Data Processing in Future Computer Clouds....Pages 391-398
PatentRank: An Ontology-based Approach to Patent Search....Pages 399-405
Fast Growing Self Organizing Map for Text Clustering....Pages 406-415
News Thread Extraction Based on Topical N-Gram Model with a Background Distribution....Pages 416-424
Alleviate the Hypervolume Degeneration Problem of NSGA-II....Pages 425-434
A Hybrid Dynamic Multi-objective Immune Optimization Algorithm Using Prediction Strategy and Improved Differential Evolution Crossover Operator....Pages 435-444
Optimizing Interval Multi-objective Problems Using IEAs with Preference Direction....Pages 445-452
Fitness Landscape-Based Parameter Tuning Method for Evolutionary Algorithms for Computing Unique Input Output Sequences....Pages 453-460
Introducing the Mallows Model on Estimation of Distribution Algorithms....Pages 461-470
Support Vector Machines with Weighted Regularization....Pages 471-480
Relational Extensions of Learning Vector Quantization....Pages 481-489
On Low-Rank Regularized Least Squares for Scalable Nonlinear Classification....Pages 490-499
Multitask Learning Using Regularized Multiple Kernel Learning....Pages 500-509
Solving Support Vector Machines beyond Dual Programming....Pages 510-518
Learning with Box Kernels....Pages 519-528
A Novel Parameter Refinement Approach to One Class Support Vector Machine....Pages 529-536
Multi-Sphere Support Vector Clustering....Pages 537-544
Testing Predictive Properties of Efficient Coding Models with Synthetic Signals Modulated in Frequency....Pages 545-553
A Novel Neural Network for Solving Singular Nonlinear Convex Optimization Problems....Pages 554-561
An Extended TopoART Network for the Stable On-line Learning of Regression Functions....Pages 562-571
Introducing Reordering Algorithms to Classic Well-Known Ensembles to Improve Their Performance....Pages 572-579
Improving Boosting Methods by Generating Specific Training and Validation Sets....Pages 580-587
Using Bagging and Cross-Validation to Improve Ensembles Based on Penalty Terms....Pages 588-595
A New Algorithm for Learning Mahalanobis Discriminant Functions by a Neural Network....Pages 596-605
Learning of Dynamic BNN toward Storing-and-Stabilizing Periodic Patterns....Pages 606-611
Self-organizing Digital Spike Interval Maps....Pages 612-617
Shape Space Estimation by SOM 2 ....Pages 618-627
Neocognitron Trained by Winner-Kill-Loser with Triple Threshold....Pages 628-637
Nonlinear Nearest Subspace Classifier....Pages 638-645
A Novel Framework Based on Trace Norm Minimization for Audio Event Detection....Pages 646-654
A Modified Multiplicative Update Algorithm for Euclidean Distance-Based Nonnegative Matrix Factorization and Its Global Convergence....Pages 655-662
A Two Stage Algorithm for K -Mode Convolutive Nonnegative Tucker Decomposition....Pages 663-670
Making Image to Class Distance Comparable....Pages 671-680
Margin Preserving Projection for Image Set Based Face Recognition....Pages 681-689
An Incremental Class Boundary Preserving Hypersphere Classifier....Pages 690-699
Co-clustering for Binary Data with Maximum Modularity....Pages 700-708
Co-clustering under Nonnegative Matrix Tri-Factorization....Pages 709-717
SPAN: A Neuron for Precise-Time Spike Pattern Association....Pages 718-725
Induction of the Common-Sense Hierarchies in Lexical Data....Pages 726-734
A Novel Synthetic Minority Oversampling Technique for Imbalanced Data Set Learning....Pages 735-744
A New Simultaneous Two-Levels Coclustering Algorithm for Behavioural Data-Mining....Pages 745-752
An Evolutionary Fuzzy Clustering with Minkowski Distances....Pages 753-760
A Dynamic Unsupervised Laterally Connected Neural Network Architecture for Integrative Pattern Discovery....Pages 761-770
Back Matter....Pages -