Neural Information Processing: 22nd International Conference, ICONIP 2015, Istanbul, Turkey, November 9-12, 2015, Proceedings, Part II

Front Matter....Pages I-XVI
Motor Imagery Task Classification Using a Signal-Dependent Orthogonal Transform Based Feature Extraction....Pages 1-9
Robust Ensemble Classifier Combination Based on Noise Removal with One-Class SVM....Pages 10-17
Soil Property Prediction: An Extreme Learning Machine Approach....Pages 18-27
Recent Advances in Improving the Memory Efficiency of the TRIBE MCL Algorithm....Pages 28-35
Weighted ANN Input Layer for Adaptive Features Selection for Robust Fault Classification....Pages 36-43
Neural Network with Evolutionary Algorithm for Packet Matching....Pages 44-51
Trading Optimally Diversified Portfolios in Emerging Markets with Neuro-Particle Swarm Optimisation....Pages 52-60
Generalized Kernel Normalized Mixed-Norm Algorithm: Analysis and Simulations....Pages 61-70
A Parallel Sensitive Area Selection-Based Particle Swarm Optimization Algorithm for Fast Solving CNOP....Pages 71-78
Realization of Fault Tolerance for Spiking Neural Networks with Particle Swarm Optimization....Pages 79-86
Parallel Cooperative Co-evolution Based Particle Swarm Optimization Algorithm for Solving Conditional Nonlinear Optimal Perturbation....Pages 87-95
Discovery of Interesting Association Rules Using Genetic Algorithm with Adaptive Mutation....Pages 96-105
Semi-supervised Non-negative Local Coordinate Factorization....Pages 106-113
A Strength Pareto Evolutionary Algorithm for Live Migration of Multiple Interdependent Virtual Machines in Data Centers....Pages 114-121
A Survey of Applying Machine Learning Techniques for Credit Rating: Existing Models and Open Issues....Pages 122-132
A New Evolutionary Algorithm for Extracting a Reduced Set of Interesting Association Rules....Pages 133-142
Non-negative Spectral Learning for Linear Sequential Systems....Pages 143-151
Optimism in Active Learning with Gaussian Processes....Pages 152-160
A Penalty-Based Genetic Algorithm for the Migration Cost-Aware Virtual Machine Placement Problem in Cloud Data Centers....Pages 161-169
Frequency Decomposition Based Gene Clustering....Pages 170-181
Using Genetic Algorithm in Profile-Based Assignment of Applications to Virtual Machines for Greener Data Centers....Pages 182-189
EDL: An Extended Delay Learning Based Remote Supervised Method for Spiking Neurons....Pages 190-197
Enhanced Genetic Algorithm Applied for Global Optimization....Pages 198-205
A New Heuristic Based on the Cuckoo Search for Cryptanalysis of Substitution Ciphers....Pages 206-215
Spectral Clustering Trough Topological Learning for Large Datasets....Pages 216-223
A Recommendation System Based on Unsupervised Topological Learning....Pages 224-232
Online Training of an Opto-Electronic Reservoir Computer....Pages 233-240
Spike Train Pattern Discovery Using Interval Structure Alignment....Pages 241-249
Distant Supervision for Relation Extraction via Group Selection....Pages 250-258
SpikeComp: An Evolving Spiking Neural Network with Adaptive Compact Structure for Pattern Classification....Pages 259-267
Formation of Momentum and Learning Rate Profile for Online Training and Testing of HMLP with ALRPE....Pages 268-275
Using Growing Neural Gas in Prototype Generation for Nearest Neighbor Classifiers....Pages 276-283
Orthogonal Extreme Learning Machine Based P300 Visual Event-Related BCI....Pages 284-291
A Neural Network Based Approach for Semantic Service Annotation....Pages 292-300
Neural Network-Aided Adaptive UKF for Integrated Underwater Navigation....Pages 301-310
A Stochastic Approximation Algorithm for Quantile Estimation....Pages 311-319
Reinforcement Learning in Continuous Spaces by Using Learning Fuzzy Classifier Systems....Pages 320-328
A Malware Classification Method Based on Generic Malware Information....Pages 329-336
Secure Multi-party Computation Based Privacy Preserving Extreme Learning Machine Algorithm Over Vertically Distributed Data....Pages 337-345
A Hybrid Model of Fuzzy ARTMAP and the Genetic Algorithm for Data Classification....Pages 346-353
Is DeCAF Good Enough for Accurate Image Classification?....Pages 354-363
Optimal Feature Subset Selection for Neuron Spike Sorting Using the Genetic Algorithm....Pages 364-370
Continuous Summarization for Microblog Streams Based on Clustering....Pages 371-379
Versatile English Learning System Using Webpages as Learning Materials....Pages 380-389
A Fast Algorithm for Local Rank Distance: Application to Arabic Native Language Identification....Pages 390-400
Human Perception-Based Washout Filtering Using Genetic Algorithm....Pages 401-411
Conjugate Gradient Algorithms for Complex-Valued Neural Networks....Pages 412-422
XaIBO: An Extension of aIB for Trajectory Clustering with Outlier....Pages 423-431
A Model of Motor Impairment After Stroke for Predicting Muscle Activation Patterns....Pages 432-439
Cost Reduction in Thyroid Diagnosis: A Hybrid Model with SOM and C4.5 Decision Trees....Pages 440-448
Webcam Based Real-Time Robust Optical Mark Recognition....Pages 449-456
Webcam-Based Visual Gaze Estimation Under Desktop Environment....Pages 457-466
Influence of Previous Choice and Outcome in a Two-Alternative Decision-Making Task....Pages 467-474
Using Modern Neural Networks to Predict the Decisions of Supreme Court of the United States with State-of-the-Art Accuracy....Pages 475-483
Analysis of Mixed-Rule Cellular Automata Based on Simple Feature Quantities....Pages 484-491
Depth Map Upsampler Using Common Edge Detection....Pages 492-499
Application of Mathematical Morphology in Diesel Vibration Signals....Pages 500-509
On the Discovery of Time Distance Constrained Temporal Association Rules....Pages 510-519
Software Clone Detection Using Clustering Approach....Pages 520-527
Bilingual Lexicon Extraction with Forced Correlation from Comparable Corpora....Pages 528-535
Enhancing the Mongolian Historical Document Recognition System with Multiple Knowledge-Based Strategies....Pages 536-544
Empirical Analysis of Sampling Based Estimators for Evaluating RBMs....Pages 545-553
Autonomous Depth Perception of Humanoid Robot Using Binocular Vision System Through Sensorimotor Interaction with Environment....Pages 554-561
An Effective Resolution Method of Chinese Multi-category Words with Conditional Random Field in Electronic Commerce....Pages 562-570
A Novel Hybrid Modelling for Aggregate Production Planning in a Reconfigurable Assembly Unit for Optoelectronics....Pages 571-582
Design of Distributed Adaptive Neural Traffic Signal Timing Controller by Cuckoo Search Optimization....Pages 583-590
A Causal Model Using Self-Organizing Maps....Pages 591-600
In-Attention State Monitoring Based on Integrated Analysis of Driver’s Headpose and External Environment....Pages 601-608
Item Category Aware Conditional Restricted Boltzmann Machine Based Recommendation....Pages 609-616
Figure-Ground Segregation by a Population of V4 Cells....Pages 617-622
Weighted Probabilistic Opinion Pooling Based on Cross-Entropy....Pages 623-629
Tailgating Enforcement based on Back-Tracking in Intersection....Pages 630-637
Virtual Reality Based GIS Analysis Platform....Pages 638-645
Hierarchical Nearest Neighbor Graphs for Building Perceptual Hierarchies....Pages 646-655
Back Matter....Pages 657-666