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Advanced Intelligent Computing Theories and Applications 11th International Conference, ICIC 2015, Fuzhou, China, August 20-23, 2015. Proceedings, Part III
Title
Advanced Intelligent Computing Theories and Applications [electronic resource] : 11th International Conference, ICIC 2015, Fuzhou, China, August 20-23, 2015. Proceedings, Part III / edited by De-Shuang Huang, Kyungsook Han.
ISBN
9783319220536
Edition
1st ed. 2015.
Publication
Cham : Springer International Publishing : Imprint: Springer, 2015.
Physical Description
XXII, 797 p. 235 illus : online resource.
Local Notes
Access is available to the Yale community.
Access and use
Access restricted by licensing agreement.
Summary
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.
Variant and related titles
Springer ebooks.
Other formats
Printed edition:
Format
Books / Online
Language
English
Added to Catalog
September 02, 2015
Series
Lecture Notes in Computer Science, 9227
Contents
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 Medical Data 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.
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