Neural Information Processing: 22nd International Conference, ICONIP 2015, November 9-12, 2015, Proceedings, Part IV (Lecture Notes in Computer Science Book 9492)

The four volume set LNCS 9489, LNCS 9490, LNCS 9491, and LNCS 9492 constitutes the proceedings of the 22nd International Conference on Neural Information Processing, ICONIP 2015, held in Istanbul, Turkey, in November 2015. The 231 full papers presented were carefully reviewed and selected from 375 submissions. The 4 volumes represent topical sections containing articles on Learning Algorithms and Classification Systems; Artificial Intelligence and Neural Networks: Theory, Design, and Applications; Image and Signal Processing; and Intelligent Social Networks. Front Matter....Pages I-XVII Deep Feature-Action Processing with Mixture of Updates....Pages 1-10 Heterogeneous Features Integration via Semi-supervised Multi-modal Deep Networks....Pages 11-19 Multimodal Deep Belief Network Based Link Prediction and User Comment Generation....Pages 20-28 Deep Dropout Artificial Neural Networks for Recognising Digits and Characters in Natural Images....Pages 29-37 A Multichannel Deep Belief Network for the Classification of EEG Data....Pages 38-45 Deep Convolutional Neural Networks for Human Activity Recognition with Smartphone Sensors....Pages 46-53 Concentration Monitoring with High Accuracy but Low Cost EEG Device....Pages 54-60 Transfer Components Between Subjects for EEG-based Driving Fatigue Detection....Pages 61-68 A Proposed Blind DWT-SVD Watermarking Scheme for EEG Data....Pages 69-76 A Study to Investigate Different EEG Reference Choices in Diagnosing Major Depressive Disorder....Pages 77-86 Prosthetic Motor Imaginary Task Classification Based on EEG Quality Assessment Features....Pages 87-94 Enhancing Performance of EEG-based Emotion Recognition Systems Using Feature Smoothing....Pages 95-102 Intelligent Opinion Mining and Sentiment Analysis Using Artificial Neural Networks....Pages 103-110 Mining Top-k Minimal Redundancy Frequent Patterns over Uncertain Databases....Pages 111-119 Exploring Social Contagion in Open-Source Communities by Mining Software Repositories....Pages 120-127 Data Mining Analysis of an Urban Tunnel Pressure Drop Based on CFD Data....Pages 128-135 MapReduce-based Parallelized Approximation of Frequent Itemsets Mining in Uncertain Data....Pages 136-144 A MapReduce Based Technique for Mining Behavioral Patterns from Sensor Data....Pages 145-153 A Methodology for Synthesizing Interdependent Multichannel EEG Data with a Comparison Among Three Blind Source Separation Techniques....Pages 154-161 Analysing the Robust EEG Channel Set for Person Authentication....Pages 162-173 Automatic Brain Tumor Segmentation in Multispectral MRI Volumetric Records....Pages 174-181 Real-Time EEG-based Human Emotion Recognition....Pages 182-190 Dynamic 3D Clustering of Spatio-Temporal Brain Data in the NeuCube Spiking Neural Network Architecture on a Case Study of fMRI Data....Pages 191-198 Vigilance Differentiation from EEG Complexity Attributes....Pages 199-206 Robust Discriminative Nonnegative Patch Alignment for Occluded Face Recognition....Pages 207-215 Single-Image Expression Invariant Face Recognition Based on Sparse Representation....Pages 216-223 Intensity-Depth Face Alignment Using Cascade Shape Regression....Pages 224-231 Bio-Inspired Hybrid Framework for Multi-view Face Detection....Pages 232-239 Convolutional Neural Networks Considering Robustness Improvement and Its Application to Face Recognition....Pages 240-245 Weighted-PCANet for Face Recognition....Pages 246-254 Feature Extraction Based on Generating Bayesian Network....Pages 255-262 Neural Population Coding of Stimulus Features....Pages 263-270 Extending Local Features with Contextual Information in Graph Kernels....Pages 271-279 Classification of Alzheimer’s Disease Based on Multiple Anatomical Structures’ Asymmetric Magnetic Resonance Imaging Feature Selection....Pages 280-289 Novel Feature Extraction and Classification Technique for Sensor-Based Continuous Arabic Sign Language Recognition....Pages 290-299 Weighting Based Approach for Semi-supervised Feature Selection....Pages 300-307 Path Planning with Slime Molds: A Biology-Inspired Approach....Pages 308-315 Convolutional Neural Network with Biologically Inspired ON/OFF ReLU....Pages 316-323 Multivariate Autoregressive-based Neuronal Network Flow Analysis for In-vitro Recorded Bursts....Pages 324-331 Cognitive Load Driven Directed Information Flow in Functional Brain Networks....Pages 332-340 Discrimination of Brain States Using Wavelet and Power Spectral Density....Pages 341-347 A Cortically-Inspired Model for Bioacoustics Recognition....Pages 348-355 Ontology-based Information Extraction for Residential Land Use Suitability: A Case Study of the City of Regina, Canada....Pages 356-366 Correlating Open Rating Systems and Event Extraction from Text....Pages 367-375 Adaptive DDoS-Event Detection from Big Darknet Traffic Data....Pages 376-383 Content Based Video Retrieval for Obscene Adult Content Detection....Pages 384-392 Combined Document/Business Card Detector for Proactive Document-Based Services on the Smartphone....Pages 393-402 A Heuristic Data Mining Framework Towards Dynamic Data of Social Media....Pages 403-409 Abnormal Activity Detection Using Spatio-Temporal Feature and Laplacian Sparse Representation....Pages 410-418 Noise-Robust Iris Authentication Using Local Higher-Order Moment Kernels....Pages 419-427 Myoelectric Control System of Lower Limb Exoskeleton for Re-training Motion Deficiencies....Pages 428-435 A Medical Image Steganography Method Based on Integer Wavelet Transform and Overlapping Edge Detection....Pages 436-444 Combining CNN and MIL to Assist Hotspot Segmentation in Bone Scintigraphy....Pages 445-452 Topic and Thematic Description for Movies Documents....Pages 453-462 Texture Based Method for Automated Detection, Localization and Evaluation of the Exudates in Retinal Images....Pages 463-472 A Graph Community and Bag of Categorized Visual Words Based Image Retrieval....Pages 473-480 Nearest Neighbor with Multi-feature Metric for Image Annotation....Pages 481-488 Number Recognition of Sudoku Grid Image with Artificial Neural Networks....Pages 489-496 Counting Human Actions in Video During Physical Exercise....Pages 497-504 Towards a Blind MAP-Based Traitor Tracing Scheme for Hierarchical Fingerprints....Pages 505-512 Poisson Image Denoising Based on BLS-GSM Method....Pages 513-522 Exploring Relative Motion Features for Gait Recognition with Kinect....Pages 523-530 Characterisation of Cognitive Activity Using Minimum Connected Component....Pages 531-539 Real-Time People Counting Application by Using GPU Programming....Pages 540-547 Activity and Flight Trajectory Monitoring of Mosquito Colonies for Automated Behaviour Analysis....Pages 548-555 Facial Emotion Profiling Based on Emotion Specific Feature Model....Pages 556-565 Heterogeneous Discriminant Analysis for Cross-View Action Recognition....Pages 566-573 A Comparison of Facial Features and Fusion Methods for Emotion Recognition....Pages 574-582 A Review and Comparison of Service E-Contract Architecture Metamodels....Pages 583-595 A Comparative Analysis of Scalable and Context-Aware Trust Management Approaches for Internet of Things....Pages 596-605 Societal Intelligence – A New Perspective for Highly Intelligent Systems....Pages 606-614 DOTS: Drift Oriented Tool System....Pages 615-623 Approximately Similarity Measurement of Web Sites....Pages 624-630 Using NLP Specific Tools for Non-NLP Specific Tasks. A Web Security Application....Pages 631-638 Towards Soft Computing Approaches for Formulating Viable Service Level Agreements in Cloud....Pages 639-646 ARPPS: Augmented Reality Pipeline Prospect System....Pages 647-656 Identifying SQL Queries Similarity Using SVM....Pages 657-666 Improving the Quality of Load Forecasts Using Smart Meter Data....Pages 667-674 Transport-Independent Protocols for Universal AER Communications....Pages 675-684 A Methodological Approach for Big Data Security: Application for NoSQL Data Stores....Pages 685-692 Back Matter....Pages 693-702 The five volume set LNCS 7663, LNCS 7664, LNCS 7665, LNCS 7666 and LNCS 7667 constitutes the proceedings of the 19th International Conference on Neural Information Processing, ICONIP 2012, held in Doha, Qatar, in November 2012. The 423 regular session papers presented were carefully reviewed and selected from numerous submissions. These papers cover all major topics of theoretical research, empirical study and applications of neural information processing research. The 5 volumes represent 5 topical sections containing articles on theoretical analysis, neural modeling, algorithms, applications, as well as simulation and synthesis. The four volume set LNCS 9489, LNCS 9490, LNCS 9491, and LNCS 8836 constitutes the proceedings of the 22nd International Conference on Neural Information Processing, ICONIP 2015, held in Istanbul, Turkey, in November 2015. The 231 full papers presented were carefully reviewed and selected from 375 submissions. The 4 volumes represent topical sections containing articles on Learning Algorithms and Classification Systems; Artificial Intelligence and Neural Networks: Theory, Design, and Applications; Image and Signal Processing; and Intelligent Social Networks