Advanced Intelligent Computing Theories and Applications

11th International Conference, ICIC 2015, Fuzhou, China, August 20-23, 2015. Proceedings, Part III

AvDe-Shuang Huang,Kyungsook Han

Häftad, Engelska, 2015

Del 9227 i serien Lecture Notes in Computer Science

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Beskrivning

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.

Produktinformation

Utgivningsdatum:2015-07-30
Mått:155 x 235 x 44 mm
Vikt:1 218 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:797
Förlag:Springer International Publishing AG
ISBN:9783319220529

Utforska kategorier

Databaser inom Data och IT
Artificiell intelligens inom Data och IT
Tillämpad datateknik inom Data och IT

Innehållsförteckning

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.