Neural Information Processing: 23rd International Conference, ICONIP 2016, Kyoto, Japan, October 16–21, 2016, Proceedings, Part IV

Front Matter....Pages I-XIX
Front Matter....Pages 1-1
Classifying Human Activities with Temporal Extension of Random Forest....Pages 3-10
Echo State Network Ensemble for Human Motion Data Temporal Phasing: A Case Study on Tennis Forehands....Pages 11-18
Unregistered Bosniak Classification with Multi-phase Convolutional Neural Networks....Pages 19-27
Direct Estimation of Wrist Joint Angular Velocities from Surface EMGs by Using an SDNN Function Approximator....Pages 28-35
Data Analysis of Correlation Between Project Popularity and Code Change Frequency....Pages 36-43
Hidden Space Neighbourhood Component Analysis for Cancer Classification....Pages 44-51
Prediction of Bank Telemarketing with Co-training of Mixture-of-Experts and MLP....Pages 52-59
Prioritising Security Tests on Large-Scale and Distributed Software Development Projects by Using Self-organised Maps....Pages 60-69
Android Malware Detection Method Based on Function Call Graphs....Pages 70-77
Proposal of Singular-Unit Restoration by Focusing on the Spatial Continuity of Topographical Statistics in Spectral Domain....Pages 78-85
Inferring Users’ Gender from Interests: A Tag Embedding Approach....Pages 86-94
Fast Color Quantization via Fuzzy Clustering....Pages 95-103
Extended Dependency-Based Word Embeddings for Aspect Extraction....Pages 104-111
Topological Order Discovery via Deep Knowledge Tracing....Pages 112-119
PTR: Phrase-Based Topical Ranking for Automatic Keyphrase Extraction in Scientific Publications....Pages 120-128
Neural Network Based Association Rule Mining from Uncertain Data....Pages 129-136
Analysis and Knowledge Discovery by Means of Self-Organizing Maps for Gaia Data Releases....Pages 137-144
Front Matter....Pages 145-145
The Impact of Adaptive Regularization of the Demand Predictor on a Multistage Supply Chain Simulation....Pages 147-155
The Effect of Reward Information on Perceptual Decision-Making....Pages 156-163
Doubting What to Eat: A Computational Model for Food Choice Using Different Valuing Perspectives....Pages 164-174
Front Matter....Pages 145-145
A Novel Graph Regularized Sparse Linear Discriminant Analysis Model for EEG Emotion Recognition....Pages 175-182
Information Maximization in a Feedforward Network Replicates the Stimulus Preference of the Medial Geniculate and the Auditory Cortex....Pages 183-190
A Simple Visual Model Accounts for Drift Illusion and Reveals Illusory Patterns....Pages 191-198
An Internal Model of the Human Hand Affects Recognition of Graspable Tools....Pages 199-207
Perceptual Representation of Material Quality: Adaptation to BRDF-Morphing Images....Pages 208-212
GPU-Accelerated Simulations of an Electric Stimulus and Neural Activities in Electrolocation....Pages 213-220
Analysis of Similarity and Differences in Brain Activities Between Perception and Production of Facial Expressions Using EEG Data and the NeuCube Spiking Neural Network Architecture....Pages 221-227
Self and Non-self Discrimination Mechanism Based on Predictive Learning with Estimation of Uncertainty....Pages 228-235
A Framework for Ontology Based Management of Neural Network as a Service....Pages 236-243
Computational Model of the Cerebellum and the Basal Ganglia for Interval Timing Learning....Pages 244-251
Bihemispheric Cerebellar Spiking Network Model to Simulate Acute VOR Motor Learning....Pages 252-258
Front Matter....Pages 259-259
Modeling the Propensity Score with Statistical Learning....Pages 261-269
Analysis of the DNN-kWTA Network Model with Drifts in the Offset Voltages of Threshold Logic Units....Pages 270-278
Efficient Numerical Simulation of Neuron Models with Spatial Structure on Graphics Processing Units....Pages 279-285
A Scalable Patch-Based Approach for RGB-D Face Recognition....Pages 286-293
Gaussian Processes Based Fusion of Multiple Data Sources for Automatic Identification of Geological Boundaries in Mining....Pages 294-301
Speaker Detection in Audio Stream via Probabilistic Prediction Using Generalized GEBI....Pages 302-311
Probabilistic Prediction for Text-Prompted Speaker Verification Capable of Accepting Spoken Words with the Same Meaning but Different Pronunciations....Pages 312-320
Segment-Level Probabilistic Sequence Kernel Based Support Vector Machines for Classification of Varying Length Patterns of Speech ....Pages 321-328
Attention Estimation for Input Switch in Scalable Multi-display Environments....Pages 329-336
Front Matter....Pages 259-259
Deep Dictionary Learning vs Deep Belief Network vs Stacked Autoencoder: An Empirical Analysis....Pages 337-344
Bi-directional LSTM Recurrent Neural Network for Chinese Word Segmentation....Pages 345-353
Alternating Optimization Method Based on Nonnegative Matrix Factorizations for Deep Neural Networks....Pages 354-362
Fissionable Deep Neural Network....Pages 363-371
A Structural Learning Method of Restricted Boltzmann Machine by Neuron Generation and Annihilation Algorithm....Pages 372-380
Semi-supervised Learning for Convolutional Neural Networks Using Mild Supervisory Signals....Pages 381-388
On the Singularity in Deep Neural Networks....Pages 389-396
A Deep Neural Network Architecture Using Dimensionality Reduction with Sparse Matrices....Pages 397-404
Noisy Softplus: A Biology Inspired Activation Function....Pages 405-412
Compressing Word Embeddings....Pages 413-422
An Iterative Incremental Learning Algorithm for Complex-Valued Hopfield Associative Memory....Pages 423-431
LDA-Based Word Image Representation for Keyword Spotting on Historical Mongolian Documents....Pages 432-441
Solving the Vanishing Information Problem with Repeated Potential Mutual Information Maximization....Pages 442-451
Self-organization on a Sphere with Application to Topological Ordering of Chinese Characters....Pages 452-459
A Spectrum Allocation Algorithm Based on Optimization and Protection in Cognitive Radio Networks....Pages 460-469
A Conjugate Gradient-Based Efficient Algorithm for Training Single-Hidden-Layer Neural Networks....Pages 470-478
The Ability of Learning Algorithms for Fuzzy Inference Systems Using Vector Quantization....Pages 479-488
An Improved Multi-strategy Ensemble Artificial Bee Colony Algorithm with Neighborhood Search....Pages 489-496
Gender-Specific Classifiers in Phoneme Recognition and Academic Emotion Detection....Pages 497-504
Local Invariance Representation Learning Algorithm with Multi-layer Extreme Learning Machine....Pages 505-513
Front Matter....Pages 259-259
Two-Dimensional Soft Linear Discriminant Projection for Robust Image Feature Extraction and Recognition....Pages 514-521
Asymmetric Synaptic Connections in Z(2) Gauge Neural Network....Pages 522-530
SOMphony: Visualizing Symphonies Using Self Organizing Maps....Pages 531-537
Online EM for the Normalized Gaussian Network with Weight-Time-Dependent Updates....Pages 538-546
Learning Phrase Representations Based on Word and Character Embeddings....Pages 547-554
A Mobile-Based Obstacle Detection Method: Application to the Assistance of Visually Impaired People....Pages 555-564
t-SNE Based Visualisation and Clustering of Geological Domain....Pages 565-572
Data-Based Optimal Tracking Control of Nonaffine Nonlinear Discrete-Time Systems....Pages 573-581
Time Series Classification Based on Multi-codebook Important Time Subsequence Approximation Algorithm....Pages 582-589
Performance Improvement via Bagging in Ensemble Prediction of Chaotic Time Series Using Similarity of Attractors and LOOCV Predictable Horizon....Pages 590-598
A Review of EEG Signal Simulation Methods....Pages 599-608
A New Blind Image Quality Assessment Based on Pairwise....Pages 609-617
Self-organizing Maps as Feature Detectors for Supervised Neural Network Pattern Recognition....Pages 618-625
A Review of Electroencephalogram-Based Analysis and Classification Frameworks for Dyslexia....Pages 626-635
Rule-Based Grass Biomass Classification for Roadside Fire Risk Assessment....Pages 636-644
Efficient Recognition of Attentional Bias Using EEG Data and the NeuCube Evolving Spatio-Temporal Data Machine....Pages 645-653
Back Matter....Pages 655-663