Advanced Intelligent Computing Theories and Applications: 11th International Conference, ICIC 2015, Fuzhou, China, August 20-23, 2015. Proceedings, Part III (Lecture Notes in Computer Science (9227))

This book - in conjunction with the double volume LNCS 9225-9226 - constitutes the refereed proceedings of the 11th International Conference on Intelligent Computing, ICIC 2015, held in Fuzhou, China, in August 2015. The 84 papers of this volume were carefully reviewed and selected from 671 submissions. Original contributions related to this theme were especially solicited, including theories, methodologies, and applications in science and technology. This year, the conference concentrated mainly on machine learning theory and methods, soft computing, image processing and computer vision, knowledge discovery and data mining, natural language processing and computational linguistics, intelligent control and automation, intelligent communication networks and web applications, bioinformatics theory and methods, healthcare and medical methods, and information security. Front Matter....Pages I-XXII Front Matter....Pages 1-1 A Review of Parameter Learning Methods in Bayesian Network....Pages 3-12 The Hard-Cut EM Algorithm for Mixture of Sparse Gaussian Processes....Pages 13-24 Maximum Principle in the Unbounded Domain of Heisenberg Type Group....Pages 25-33 An Epidemic Propagation Model with Saturated Infection Rate on a Small World Network....Pages 34-42 Granular Twin Support Vector Machines Based on Mixture Kernel Function....Pages 43-54 Detecting Multiple Influential Observations in High Dimensional Linear Regression....Pages 55-64 Drift Operator for States of Matter Search Algorithm....Pages 65-71 Classification on Imbalanced Data Sets, Taking Advantage of Errors to Improve Performance....Pages 72-78 PSO-Based Method for SVM Classification on Skewed Data-Sets....Pages 79-86 Set-Based Many-Objective Optimization Guided by Preferred Regions....Pages 87-93 An Improved Incremental Error Minimized Extreme Learning Machine for Regression Problem Based on Particle Swarm Optimization....Pages 94-100 A Systematic Comparison and Evaluation of Supervised Machine Learning Classifiers Using Headache Dataset....Pages 101-108 A Generative Model with Ensemble Manifold Regularization for Multi-view Clustering....Pages 109-114 On Classifying Diabetic Patients’ with Proliferative Retinopathies via a Radial Basis Probabilistic Neural Network....Pages 115-126 Passivity Analysis of BAM NNs with Mixed Time Delays....Pages 127-135 Front Matter....Pages 137-137 A Fuzzy Logic Controller for Indirect Matrix Converter Under Abnormal Input Voltage Conditions....Pages 139-150 On Denjoy-McShane-Stieltjes Integral of Fuzzy-Number-Valued Functions....Pages 151-158 A Brief Survey on Fuzzy Cognitive Maps Research....Pages 159-166 Sensor Data Driven Modeling and Control of Personalized Thermal Comfort Using Interval Type-2 Fuzzy Sets....Pages 167-178 Knowledge Evaluation with Rough Sets....Pages 179-186 Front Matter....Pages 137-137 On Solving CCR-DEA Problems Involving Type-2 Fuzzy Uncertainty Using Centroid-Based Optimization....Pages 187-195 Front Matter....Pages 197-197 Adaptive Quantization of Local Directional Responses for Infrared Face Recognition....Pages 199-207 Preliminary Study of Tongue Image Classification Based on Multi-label Learning....Pages 208-220 Online Kernel-Based Multimodal Similarity Learning with Application to Image Retrieval....Pages 221-232 Reverse Training for Leaf Image Set Classification....Pages 233-242 Visual Saliency Detection Based on Color Contrast and Distribution....Pages 243-250 Moving Vehicle Detection Based on Visual Processing Mechanism with Multiple Pathways....Pages 251-263 A Computer Vision Method for the Italian Finger Spelling Recognition....Pages 264-274 A Spiking Neural Network for Extraction of Multi-features in Visual Processing Pathways....Pages 275-281 Image Set Classification Based on Synthetic Examples and Reverse Training....Pages 282-288 Carried Baggage Detection and Classification Using Part-Based Model....Pages 289-296 Image Splicing Detection Based on Markov Features in QDCT Domain....Pages 297-303 Facial Expression Recognition Based on Hybrid Approach....Pages 304-310 A Local Feature Descriptor Based on Energy Information for Human Activity Recognition....Pages 311-317 An Accurate Online Non-rigid Structure from Motion Algorithm....Pages 318-322 A Multi-feature Fusion Method for Automatic Multi-label Image Annotation with Weighted Histogram Integral and Closure Regions Counting....Pages 323-330 Diffusion-Based Hybrid Level Set Method for Complex Image Segmentation....Pages 331-337 Front Matter....Pages 339-339 The Optimization of Resource Allocation Based on Process Mining....Pages 341-353 Research on Optimum Weighted Combination GM(1,1) Model with Different Initial Value....Pages 354-362 Spectral Clustering of High-Dimensional Data via k-Nearest Neighbor Based Sparse Representation Coefficients....Pages 363-374 Front Matter....Pages 339-339 Friend Recommendation by User Similarity Graph Based on Interest in Social Tagging Systems....Pages 375-386 Orchestrating Real-Valued Negative Selection Algorithm with Computational Efficiency for Crude Oil Price....Pages 387-396 A New Algorithm of Automatic Grading in Computer Paperless Test System....Pages 397-406 MLRF: Multi-label Classification Through Random Forest with Label-Set Partition....Pages 407-418 Prediction of Oil and Water Layer by Kernel Local Fisher Discriminant Analysis....Pages 419-428 Assessment of the Pillar 3 Financial and Risk Information Disclosures Usefulness to the Commercial Banks Users....Pages 429-440 CKNNI: An Improved KNN-Based Missing Value Handling Technique....Pages 441-452 An Item Based Collaborative Filtering System Combined with Genetic Algorithms Using Rating Behavior....Pages 453-460 Front Matter....Pages 461-461 Short Text Classification Based on Semantics....Pages 463-470 Name Disambiguation Using Semi-supervised Topic Model....Pages 471-480 Automatic Evaluation of Machine Translation Through the Residual Analysis....Pages 481-490 Is the Most Frequent Sense of a Word Better Connected in a Semantic Network?....Pages 491-499 Language Processing and Human Cognition....Pages 500-509 An Ontology-Based Approach for Measuring Semantic Similarity Between Words....Pages 510-516 Front Matter....Pages 517-517 Knowledge Bases’ Control for Intelligent Professional Activity Automatization....Pages 519-525 Maximum Class Separability-Based Discriminant Feature Selection Using a GA for Reliable Fault Diagnosis of Induction Motors....Pages 526-537 Multi-fault Diagnosis of Roller Bearings Using Support Vector Machines with an Improved Decision Strategy....Pages 538-550 A Local Neural Networks Approximation Control of Uncertain Robot Manipulators....Pages 551-557 Front Matter....Pages 559-559 A Quantum-Inspired Immune Clonal Algorithm Based Handover Decision Mechanism with ABC Supported....Pages 561-573 An IEEE 802.21 Based Heterogeneous Access Network Selection Mechanism....Pages 574-585 Front Matter....Pages 559-559 A Dijkstra Algorithm Based Multi-layer Satellite Network Routing Mechanism....Pages 586-597 The Research on Optimizing Deployment Strategy for Aviation SWIM Application Servers....Pages 598-606 Modeling Fault Tolerated Mobile Agents by Colored Petri Nets....Pages 607-617 A Self-Adaptive Context-Aware Model for Mobile Commerce....Pages 618-625 Research and Implementation on Autonomic Integration Technology of Smart Devices Based on DPWS....Pages 626-636 Experimental Verification of the Dependence Between the Expected and Observed Visit Rate of Web Pages....Pages 637-648 Front Matter....Pages 649-649 Kernel Independent Component Analysis-Based Prediction on the Protein O-Glycosylation Sites Using Support Vectors Machine and Ensemble Classifiers....Pages 651-661 Semantic Role Labeling for Biomedical Corpus Using Maximum Entropy Classifier....Pages 662-668 Automatic Detection of Yeast and Pseudohyphal Form Cells in the Human Pathogen Candida Glabrata....Pages 669-678 Semi-supervised Feature Extraction for RNA-Seq Data Analysis....Pages 679-685 Compound Identification Using Random Projection for Gas Chromatography-Mass Spectrometry Data....Pages 686-692 A Random Projection Ensemble Approach to Drug-Target Interaction Prediction....Pages 693-699 Kernel Local Fisher Discriminant Analysis-Based Prediction on Protein O-Glycosylation Sites Using SVM....Pages 700-705 Identification of Colorectal Cancer Candidate Genes Based on Subnetwork Extraction Algorithm....Pages 706-712 Detection of Protein-Protein Interactions from Amino Acid Sequences Using a Rotation Forest Model with a Novel PR-LPQ Descriptor....Pages 713-720 Front Matter....Pages 721-721 Age-Related Alterations in the Sign Series Entropy of Short-Term Pulse Rate Variability....Pages 723-729 An Assessment Method of Tongue Image Quality Based on Random Forest in Traditional Chinese Medicine....Pages 730-737 Detection of Epileptic Seizures in EEG Signals with Rule-Based Interpretation by Random Forest Approach....Pages 738-744 Sparse-View X-ray Computed Tomography Reconstruction via Mumford-Shah Total Variation Regularization....Pages 745-751 The Utilisation of Dynamic Neural Networks for Medical Data Classifications- Survey with Case Study....Pages 752-758 Front Matter....Pages 721-721 Neural Network Classification of Blood Vessels and Tubules Based on Haralick Features Evaluated in Histological Images of Kidney Biopsy....Pages 759-765 Dependable Healthcare Service Automation: A Holistic Approach....Pages 766-777 Front Matter....Pages 779-779 Improved Concurrent Signature on Conic Curve....Pages 781-786 Double Compression Detection in MPEG-4 Videos Based on Block Artifact Measurement with Variation of Prediction Footprint....Pages 787-793 Back Matter....Pages 795-797 This book - in conjunction with the double volume LNCS 9225-9226 - constitutes the refereed proceedings of the 11th International Conference on Intelligent Computing, ICIC 2015, held in Fuzhou, China, in August 2015. The total of 191 full and 42 short papers presented in the three ICIC 2015 volumes was carefully reviewed and selected from 671 submissions. Original contributions related to this theme were especially solicited, including theories, methodologies, and applications in science and technology. This year, the conference concentrated mainly on machine learning theory and methods, soft computing, image processing and computer vision, knowledge discovery and data mining, natural language processing and computational linguistics, intelligent control and automation, intelligent communication networks and web applications, bioinformatics theory and methods, healthcare and medical methods, and information security. This book - in conjunction with the double volume LNCS 9225-9556 - constitutes the refereed proceedings of the 11th International Conference on Intelligent Computing, ICIC 2015, held in Fuzhou, China, in August 2015. The 84 papers of this volume were carefully reviewed and selected from 671 submissions. Original contributions related to this theme are especially solicited, including theories, methodologies, and applications in science and technology. This year, the conference concentrated mainly on machine learning theory and methods, soft computing, image processing and computer vision, knowledge discovery and data mining, natural language processing and computational linguistics, intelligent control and automation, intelligent communication networks and web applications, bioinformatics theory and methods, healthcare and medical methods, and information security