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

Front Matter....Pages I-XVII
Texture Classification with Patch Autocorrelation Features....Pages 1-11
Novel Architecture for Cellular Neural Network Suitable for High-Density Integration of Electron Devices-Learning of Multiple Logics....Pages 12-20
Analyzing the Impact of Feature Drifts in Streaming Learning....Pages 21-28
Non-linear Metric Learning Using Metric Tensor....Pages 29-37
An Optimized Second Order Stochastic Learning Algorithm for Neural Network Training....Pages 38-45
Max-Pooling Dropout for Regularization of Convolutional Neural Networks....Pages 46-54
Predicting Box Office Receipts of Movies with Pruned Random Forest....Pages 55-62
Classification of Keystroke Patterns for User Identification in a Pressure-Based Typing Biometrics System with Particle Swarm Optimization (PSO)....Pages 63-70
Discriminative Orthonormal Dictionary Learning for Fast Low-Rank Representation....Pages 71-78
Supervised Topic Classification for Modeling a Hierarchical Conference Structure....Pages 79-89
A Framework for Online Inter-subjects Classification in Endogenous Brain-Computer Interfaces....Pages 90-97
A Bayesian Sarsa Learning Algorithm with Bandit-Based Method....Pages 98-107
Incrementally Built Dictionary Learning for Sparse Representation....Pages 108-116
Learning to Reconstruct 3D Structure from Object Motion....Pages 117-126
Convolutional Networks Based Edge Detector Learned via Contrast Sensitivity Function....Pages 127-137
Learning Algorithms and Frame Signatures for Video Similarity Ranking....Pages 138-146
On Measuring the Complexity of Classification Problems....Pages 147-157
The Effect of Stemming and Stop-Word-Removal on Automatic Text Classification in Turkish Language....Pages 158-167
Example-Specific Density Based Matching Kernel for Classification of Varying Length Patterns of Speech Using Support Vector Machines....Pages 168-176
Possibilistic Information Retrieval Model Based on Relevant Annotations and Expanded Classification....Pages 177-184
A Transfer Learning Method with Deep Convolutional Neural Network for Diffuse Lung Disease Classification....Pages 185-198
Evaluation of Machine Learning Algorithms for Automatic Modulation Recognition....Pages 199-207
Probabilistic Prediction in Multiclass Classification Derived for Flexible Text-Prompted Speaker Verification....Pages 208-215
Simple Feature Quantities for Learning of Dynamic Binary Neural Networks....Pages 216-225
Transfer Metric Learning for Kinship Verification with Locality-Constrained Sparse Features....Pages 226-233
Unsupervised Land Classification by Self-organizing Map Utilizing the Ensemble Variance Information in Satellite-Borne Polarimetric Synthetic Aperture Radar....Pages 234-243
Patchwise Tracking via Spatio-Temporal Constraint-Based Sparse Representation and Multiple-Instance Learning-Based SVM....Pages 244-252
An Autonomous Mobile Robot with Functions of Action Learning, Memorizing, Recall and Identifying the Environment Using Gaussian Mixture Model....Pages 253-263
SEIR Immune Strategy for Instance Weighted Naive Bayes Classification....Pages 264-271
Enhancing Competitive Island Cooperative Neuro-Evolution Through Backpropagation for Pattern Classification....Pages 272-282
Email Personalization and User Profiling Using RANSAC Multi Model Response Regression Based Optimized Pruning Extreme Learning Machines and Gradient Boosting Trees....Pages 283-292
An Auto-Encoder for Learning Conversation Representation Using LSTM....Pages 293-301
On the Use of Score Ratio with Distance-Based Classifiers in Biometric Signature Recognition....Pages 302-309
A Multifactor Dimensionality Reduction Based Associative Classification for Detecting SNP Interactions....Pages 310-317
Distributed Q-learning Controller for a Multi-Intersection Traffic Network....Pages 318-327
Learning Rule for Linear Multilayer Feedforward ANN by Boosted Decision Stumps....Pages 328-336
Class-Semantic Color-Texture Textons for Vegetation Classification....Pages 337-344
Towards Unsupervised Learning for Arabic Handwritten Recognition Using Deep Architectures....Pages 345-353
Optimum Colour Space Selection for Ulcerated Regions Using Statistical Analysis and Classification of Ulcerated Frames from WCE Video Footage....Pages 354-362
Learning the Optimal Product Design Through History....Pages 363-372
Learning Shape-Driven Segmentation Based on Neural Network and Sparse Reconstruction Toward Automated Cell Analysis of Cervical Smears....Pages 373-381
Adaptive Differential Evolution Based Feature Selection and Parameter Optimization for Advised SVM Classifier....Pages 382-389
TNorm: An Unsupervised Batch Effects Correction Method for Gene Expression Data Classification....Pages 390-400
Finger-Vein Quality Assessment by Representation Learning from Binary Images....Pages 401-410
Learning to Predict Where People Look with Tensor-Based Multi-view Learning....Pages 411-420
Classification of the Scripts in Medieval Documents from Balkan Region by Run-Length Texture Analysis....Pages 421-431
Accelerating Artificial Bee Colony Algorithm for Global Optimization....Pages 432-441
Classification of High and Low Intelligent Individuals Using Pupil and Eye Blink....Pages 442-450
Learning Task Specific Distributed Paragraph Representations Using a 2-Tier Convolutional Neural Network....Pages 451-458
A Comparison of Supervised Learning Techniques for Clustering....Pages 459-466
Radar Pattern Classification Based on Class Probability Output Networks....Pages 467-475
Hierarchical Data Classification Using Deep Neural Networks....Pages 476-483
Model Inclusive Learning for Shape from Shading with Simultaneously Estimating Illumination Directions....Pages 484-491
A Computational Model of Match Decision-Making Problem Using Spiking SHESN with Reward-Modulated Reinforcement Learning....Pages 492-500
Identify Website Personality by Using Unsupervised Learning Based on Quantitative Website Elements....Pages 501-511
Discriminative Dictionary Learning for Skeletal Action Recognition....Pages 512-521
Single Face Image Super-Resolution via Multi-dictionary Bayesian Non-parametric Learning....Pages 522-530
Sparse LS-SVM in the Sorted Empirical Feature Space for Pattern Classification....Pages 531-539
A Cost Sensitive Minimal Learning Machine for Pattern Classification....Pages 540-548
A Minimal Learning Machine for Datasets with Missing Values....Pages 549-556
Calibrated k-labelsets for Ensemble Multi-label Classification....Pages 557-564
EMG Signal Based Knee Joint Angle Estimation of Flexion and Extension with Extreme Learning Machine (ELM) for Enhancement of Patient-Robotic Exoskeleton Interaction....Pages 565-572
Continuous User Authentication Using Machine Learning on Touch Dynamics....Pages 573-582
Information Theoretical Analysis of Deep Learning Representations....Pages 583-590
Hybedrized NSGA-II and MOEA/D with Harmony Search Algorithm to Solve Multi-objective Optimization Problems....Pages 591-598
A Complex Network-Based Anytime Data Stream Clustering Algorithm....Pages 599-605
Robust Online Multi-object Tracking by Maximum a Posteriori Estimation with Sequential Trajectory Prior....Pages 606-614
Enhance Differential Evolution Algorithm Based on Novel Mutation Strategy and Parameter Control Method....Pages 615-622
Hybrid Model for the Training of Interval Type-2 Fuzzy Logic System....Pages 623-633
A Numerical Optimization Algorithm Based on Bacterial Reproduction....Pages 634-643
Visual-Textual Late Semantic Fusion Using Deep Neural Network for Document Categorization....Pages 644-653
Prototype Selection on Large and Streaming Data....Pages 654-661
GOS-IL: A Generalized Over-Sampling Based Online Imbalanced Learning Framework....Pages 662-670
A New Version of the Dendritic Cell Immune Algorithm Based on the K-Nearest Neighbors....Pages 671-679
Impact of Base Partitions on Multi-objective and Traditional Ensemble Clustering Algorithms....Pages 680-687
Multi-Manifold Matrix Tri-Factorization for Text Data Clustering....Pages 688-695
Clustering of Binary Data Sets Using Artificial Ants Algorithm....Pages 696-704
Inverse Reinforcement Learning Based on Behaviors of a Learning Agent....Pages 705-715
Back Matter....Pages 716-723
....Pages 724-732