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

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