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

by De-Shuang Huang (editor)

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.- 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.- an Improved KNN-Based Missing Value Handling Technique.- An Item Based Collaborative Filtering System Combined with Genetic Algorithms Using Rating Behavior

820 pages, Paperback

Published August 19, 2015