Machine Learning Theory and Methods -- A Review of Parameter Learning Methods in Bayesian Network -- The Hard-Cut EM Algorithm for Mixture of Sparse Gaussian Processes -- Maximum Principle in the Unbounded Domain of Heisenberg Type -- An Epidemic Propagation Model with Saturated Infection Rate on a Small World Network -- Granular Twin Support vector Machines based on Mixture Kernel -- Detecting Multiple Influential Observations in High Dimensional Linear Regression -- Drift Operator for States of Matter Search Algorithm -- Classification on Imbalanced Data Sets, Taking Advantage of Errors to Improve Performance -- PSO-Based Method for SVM Classification on Skewed Data Sets.-Set-Based Many-Objective Optimization Guided by Preferred Regions -- An Improved Incremental Error Minimized Extreme Learning Machine for Regression Problem Based on Particle Swarm Optimization -- A Systematic Comparison and Evaluation of Supervised Machine Learning Classifiers Using Headache Dataset.-A Generative Model with Ensemble Manifold Regularization for Multi-View Clustering -- On Classifying Diabetic Patients with Proliferative Retinopathies via a Radial Basis Probabilistic Neural Network -- Passivity Analysis of BAM NNs with Mixed Time Delays -- Soft Computing -- A Fuzzy Logic Controller for Indirect Matrix Converter under Abnormal Input Voltage Conditions.-On Denjoy-McShane-Stieltjes Integral of Fuzzy-Number-Valued Functions -- A Brief Survey on Fuzzy Cognitive Maps -- Sensor Data Driven Modeling and Control of Personalized Thermal Comfort Using Interval Type-2 Fuzzy Sets -- Knowledge Evaluation with Rough Sets -- On Solving CCR-DEA Problems Involving Type-2 Fuzzy Uncertainty Using Centroid-Based Optimization -- Image Processing and Computer Vision -- Adaptive Quantization of Local Directional Responses for Infrared Face Recognition.-Preliminary Study of Tongue Image Classification Based on Multi-Label Learning.-Online Kernel-Based Multimodal Similarity Learning with Application to Image Retrieval -- Reverse Training for Leaf Image Set Classification -- Visual Saliency Detection Based on Color Contrast and Distribution -- Moving Vehicle Detection Based on Visual Processing Mechanism with Multiple Pathways.-A Computer Vision Method for the Italian Fingerspelling Recognition.-A Spiking Neural Network for Extraction of Multi-Features in Visual Processing Pathways -- Image Set Classification Based on Synthetic Examples and Reverse Training -- Carried Baggage Detection and Classification Using Part-based Model -- Image Splicing Detection Based on Markov Features in QDCT Domain -- Facial Expression Recognition Based on Hybrid Approach -- A Local Feature Descriptor Based on Energy Information for Human Activity Recognition -- A Robust Online Non-Rigid Structure From Motion Algorithm -- A Multi-Feature Fusion Method for Automatic Multi-Label Image Annotation with Weighted Histogram Integral and Closure Regions Counting -- Diffusion-Based Hybrid Level Set Method for Complex Image Segmentation -- Knowledge Discovery and Data Mining -- The Optimization of Resource Allocation Based on Process Mining -- Research on Optimum Weighted Combination GM (1, 1) Model with Different Initial Value -- Spectral Clustering of High-dimensional Data via K-Nearest Neighbor Based Sparse Representation Coefficients -- Friend Recommendation by User Similarity Graph Based on Interest in Social Tagging -- Orchestrating Real-Valued Negative Selection Algorithm with Computational Efficiency for Crude Oil Price -- A New Algorithm of Automatic Grading in Computer Paperless Test System -- MLRF: Multi-Label Classification through Random Forest with Label-Set Partition -- Prediction of Oil and Water Layer by Kernel -- Local Fisher Discriminant Analysis -- Assessment of the Pillar 3 Financial and Risk Information -- Disclosures Usefulness to the Commercial Banks Users -- CKNNI: an Improved KNN-Based Missing Value Handling Technique -- An Item Based Collaborative Filtering System Combined with Genetic Algorithms Using Rating Behavior -- Natural Language Processing and Computational Linguistics -- Short Text Classification Based on Semantics -- Name Disambiguation Using Semi-Supervised Topic Model -- Automatic Evaluation of Machine Translation through the Residual Analysis -- Is the Most Frequent Sense of a Word Better Connected in a Semantic Network? -- Language Processing and Human Cognition -- An Ontology-Based Approach for Measuring Semantic Similarity between Words -- Intelligent Control and Automation -- Knowledge Bases' Control for Intelligent Professional Activity Automatization -- Maximum Class-Separability Based Discriminant Feature Selection Using GA for Reliable Fault Diagnosis of Induction Motors -- Multi-Fault Diagnosis of Roller Bearings Using Support Vector Machines with an Improved Decision Strategy -- A Local Neural Networks Approximation Control of Uncertain Robot Manipulators -- Intelligent Communication Networks and Web Applications -- A Quantum-Inspired Immune Clonal Algorithm Based Handover Decision Mechanism with ABC Supported -- An IEEE 802.21 Based Heterogeneous Access Network Selection Mechanism -- A Dijkstra Based Multi-layer Satellite Network Routing Mechanism -- The Research on Optimizing Deployment Strategy for Aviation SWIM Application Servers -- Modeling Fault Tolerated Mobile Agents by Colored Petri Nets -- A Self-Adaptive Context-Aware Model for Mobile Commerce -- Research and Implementation on Autonomic Integration Technology of Smart Devices Based on DPWS -- Experimental Verification of the Dependence between the Expected and Observed Visit Rate of Web Pages -- Bioinformatics Theory and Methods.-Kernel Independent Component Analysis-Based Prediction on the Protein O-Glycosylation Sites Using Support Vectors Machine and Ensemble Classifiers -- Semantic Role Labeling for Biomedical Corpus Using Maximum Entropy Classifier -- Automatic Detection of Yeast and Pseudohyphal Form Cells in the Human Pathogen Candida Glabrata -- Semi-Supervised Feature Extraction for RNA-Seq Data Analysis -- Compound Identification Using Random Projection for Gas Chromatography-Mass Spectrometry Data -- A Random Projection Ensemble Approach to Drug-Protein Interaction Prediction -- Kernel Local Fisher Discriminant Analysis-Based Prediction on Protein O-Glycosylation Sites Using SVM Ensembles -- Identification of Colorectal Cancer Related Genes -- Based on Subnetwork Extraction Algorithm -- Detection of Protein-Protein Interactions from Amino Acid Sequences Using A Rotation Forest Model with a Novel PR-LPQ Descriptor -- Healthcare and Medical Methods -- Age-related Alterations in the Sign Series Entropy of Short-term Pulse Rate Variability -- An Assessment Method of Tongue Image Quality Based on Random Forest in Traditional Chinese Medicine.-Detection of Epileptic Seizure in EEG Signals with Rule-based Interpretation by Random Forest Approach -- Sparse-view X-ray Computed Tomography Reconstruction via Mumford-Shah Total Variation Regularization -- The Utilisation of Dynamic Neural Networks for MedicalData Classifications-Survey with Case Study -- Neural Network Classification of Blood Vessels and Tubules based on Haralick Features Evaluated in Histological Images of Kidney Biopsy -- Dependable Healthcare Service Automation: A Holistic Approach -- Information Security -- Improved Concurrent Signature on Conic Curve -- Double Compression Detection in MPEG-4 Videos Based on Block Artifact Measurement with Variation of Prediction Footprint.