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

Front Matter....Pages I-XVII
Design of an Adaptive Support Vector Regressor Controller for a Spherical Tank System....Pages 1-8
Robust Tracking Control of Uncertain Nonlinear Systems Using Adaptive Dynamic Programming....Pages 9-16
Moving Target Tracking Based on Pulse Coupled Neural Network and Optical Flow....Pages 17-25
Efficient Motor Babbling Using Variance Predictions from a Recurrent Neural Network....Pages 26-33
Distributed Control for Nonlinear Time-Delayed Multi-Agent Systems with Connectivity Preservation Using Neural Networks....Pages 34-42
Coevolutionary Recurrent Neural Networks for Prediction of Rapid Intensification in Wind Intensity of Tropical Cyclones in the South Pacific Region....Pages 43-52
Nonlinear Filtering Based on a Network with Gaussian Kernel Functions....Pages 53-60
Computing Skyline Probabilities on Uncertain Time Series....Pages 61-71
Probabilistic Prediction of Chaotic Time Series Using Similarity of Attractors and LOOCV Predictable Horizons for Obtaining Plausible Predictions....Pages 72-81
Adaptive Threshold for Anomaly Detection Using Time Series Segmentation....Pages 82-89
Neuron-Synapse Level Problem Decomposition Method for Cooperative Neuro-Evolution of Feedforward Networks for Time Series Prediction....Pages 90-100
Prediction Interval-Based Control of Nonlinear Systems Using Neural Networks....Pages 101-110
Correcting a Class of Complete Selection Bias with External Data Based on Importance Weight Estimation....Pages 111-118
Multi-Island Competitive Cooperative Coevolution for Real Parameter Global Optimization....Pages 119-126
Competitive Island-Based Cooperative Coevolution for Efficient Optimization of Large-Scale Fully-Separable Continuous Functions....Pages 127-136
Topic Optimization Method Based on Pointwise Mutual Information....Pages 137-147
Optimization and Analysis of Parallel Back Propagation Neural Network on GPU Using CUDA....Pages 148-155
Objective Function of ICA with Smooth Estimation of Kurtosis....Pages 156-163
FANet: Factor Analysis Neural Network....Pages 164-171
Oscillated Variable Neighborhood Search for Open Vehicle Routing Problem....Pages 172-181
Non-Line-of-Sight Mitigation via Lagrange Programming Neural Networks in TOA-Based Localization....Pages 182-189
Wave-Based Reservoir Computing by Synchronization of Coupled Oscillators....Pages 190-197
Hybrid Controller with the Combination of FLC and Neural Network-Based IMC for Nonlinear Processes....Pages 198-205
Comparative Study of Web-Based Gene Expression Analysis Tools for Biomarkers Identification....Pages 206-213
Eye Can Tell: On the Correlation Between Eye Movement and Phishing Identification....Pages 214-222
Gaussian Hamming Distance....Pages 223-232
Local Sparse Representation Based Interest Point Matching for Person Re-identification....Pages 233-240
Behavior Based Darknet Traffic Decomposition for Malicious Events Identification....Pages 241-250
Statistical Modelling of Artificial Neural Network for Sorting Temporally Synchronous Spikes....Pages 251-260
A Novel Condition for Robust Stability of Delayed Neural Networks....Pages 261-272
Real-Time Robust Model Predictive Control of Mobile Robots Based on Recurrent Neural Networks....Pages 273-280
Dynamical Analysis of Neural Networks with Time-Varying Delays Using the LMI Approach....Pages 281-288
Modeling Astrocyte-Neuron Interactions....Pages 289-296
Growing Greedy Search and Its Application to Hysteresis Neural Networks....Pages 297-305
Automated Detection of Galaxy Groups Through Probabilistic Hough Transform....Pages 306-314
A Feature-Based Comparison of Evolutionary Computing Techniques for Constrained Continuous Optimisation....Pages 315-322
Convolutional Associative Memory: FIR Filter Model of Synapse....Pages 323-331
Exploiting Latent Relations Between Users and Items for Collaborative Filtering....Pages 332-343
An Efficient Incremental Collaborative Filtering System....Pages 344-355
MonkeyDroid: Detecting Unreasonable Privacy Leakages of Android Applications....Pages 356-364
Statistical Prior Based Deformable Models for People Detection and Tracking....Pages 365-374
Visual and Dynamic Change Detection for Data Streams....Pages 375-383
Adaptive Location for Multiple Salient Objects Detection....Pages 384-391
Robust Detection of Anomalies via Sparse Methods....Pages 392-401
Vehicle Detection Using Appearance and Shape Constrained Active Basis Model....Pages 402-410
Denoising Cluster Analysis....Pages 411-418
Novel Information Processing for Image De-noising Based on Sparse Basis....Pages 419-426
Trajectory Abstracting with Group-Based Signal Denoising....Pages 427-434
Multi-scale Fractional-Order Sparse Representation for Image Denoising....Pages 435-442
Linear Hyperbolic Diffusion-Based Image Denoising Technique....Pages 443-451
Noise on Gradient Systems with Forgetting....Pages 452-461
User Recommendation Based on Network Structure in Social Networks....Pages 462-470
Decoupled Modeling of Gene Regulatory Networks Using Michaelis-Menten Kinetics....Pages 471-478
Neural Networks with Marginalized Corrupted Hidden Layer....Pages 479-487
An Incremental Network with Local Experts Ensemble....Pages 488-496
Nitric Oxide Diffusion and Multi-compartmental Systems: Modeling and Implications....Pages 497-505
Structural Regularity Exploration in Multidimensional Networks....Pages 506-514
Proposal of Channel Prediction by Complex-Valued Neural Networks that Deals with Polarization as a Transverse Wave Entity....Pages 515-522
A Scalable and Feasible Matrix Completion Approach Using Random Projection....Pages 523-531
CuPAN – High Throughput On-chip Interconnection for Neural Networks....Pages 532-540
Forecasting Bike Sharing Demand Using Fuzzy Inference Mechanism....Pages 541-549
Prior Image Transformation for Presbyopia Employing Serially-Cascaded Neural Network....Pages 550-558
Computational Complexity Reduction for Functional Connectivity Estimation in Large Scale Neural Network....Pages 559-566
Matrix-Completion-Based Method for Cold-Start of Distributed Recommender Systems....Pages 567-574
Weighted Joint Sparse Representation Based Visual Tracking....Pages 575-582
Single-Frame Super-Resolution via Compressive Sampling on Hybrid Reconstructions....Pages 583-591
Neuro-Glial Interaction: SONG-Net....Pages 592-599
Changes in Occupational Skills - A Case Study Using Non-negative Matrix Factorization....Pages 600-609
Constrained Non-negative Matrix Factorization with Graph Laplacian....Pages 610-618
Winner Determination in Multi-attribute Combinatorial Reverse Auctions....Pages 619-626
Real-Time Simulation of Aero-optical Distortions Due to Air Density Fluctuations at Supersonic Speed....Pages 627-634
Fine-Grained Risk Level Quantication Schemes Based on APK Metadata....Pages 635-644
Opinion Formation Dynamics Under the Combined Influences of Majority and Experts....Pages 645-652
Application of Simulated Annealing to Data Distribution for All-to-All Comparison Problems in Homogeneous Systems....Pages 653-662
Cognitive Workload Discrimination in Flight Simulation Task Using a Generalized Measure of Association....Pages 663-673
Back Matter....Pages 674-682
....Pages 683-691