Neural Information Processing: 22nd International Conference, ICONIP 2015, Istanbul, Turkey, November 9-12, 2015, Proceedings, Part I (Lecture Notes in Computer Science Book 9489)

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. 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 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 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. Edited By Sabri Arik, Tingwen Huang, Weng Kin Lai, Qingshan Liu.