Advanced Intelligent Computing Theories and Applications: 11th International Conference, ICIC 2015, Fuzhou, China, August 20-23, 2015. Proceedings, Part III

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