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Advanced Intelligent Computing Theories and Applications

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Cover of 'Advanced Intelligent Computing Theories and Applications'

Table of Contents

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    Book Overview
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    Chapter 1 A Review of Parameter Learning Methods in Bayesian Network
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    Chapter 2 The Hard-Cut EM Algorithm for Mixture of Sparse Gaussian Processes
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    Chapter 3 Maximum Principle in the Unbounded Domain of Heisenberg Type Group
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    Chapter 4 An Epidemic Propagation Model with Saturated Infection Rate on a Small World Network
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    Chapter 5 Granular Twin Support Vector Machines Based on Mixture Kernel Function
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    Chapter 6 Detecting Multiple Influential Observations in High Dimensional Linear Regression
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    Chapter 7 Drift Operator for States of Matter Search Algorithm
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    Chapter 8 Classification on Imbalanced Data Sets, Taking Advantage of Errors to Improve Performance
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    Chapter 9 PSO-Based Method for SVM Classification on Skewed Data-Sets
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    Chapter 10 Set-Based Many-Objective Optimization Guided by Preferred Regions
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    Chapter 11 An Improved Incremental Error Minimized Extreme Learning Machine for Regression Problem Based on Particle Swarm Optimization
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    Chapter 12 A Systematic Comparison and Evaluation of Supervised Machine Learning Classifiers Using Headache Dataset
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    Chapter 13 A Generative Model with Ensemble Manifold Regularization for Multi-view Clustering
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    Chapter 14 On Classifying Diabetic Patients’ with Proliferative Retinopathies via a Radial Basis Probabilistic Neural Network
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    Chapter 15 Passivity Analysis of BAM NNs with Mixed Time Delays
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    Chapter 16 A Fuzzy Logic Controller for Indirect Matrix Converter Under Abnormal Input Voltage Conditions
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    Chapter 17 On Denjoy-McShane-Stieltjes Integral of Fuzzy-Number-Valued Functions
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    Chapter 18 A Brief Survey on Fuzzy Cognitive Maps Research
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    Chapter 19 Sensor Data Driven Modeling and Control of Personalized Thermal Comfort Using Interval Type-2 Fuzzy Sets
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    Chapter 20 Knowledge Evaluation with Rough Sets
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    Chapter 21 On Solving CCR-DEA Problems Involving Type-2 Fuzzy Uncertainty Using Centroid-Based Optimization
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    Chapter 22 Adaptive Quantization of Local Directional Responses for Infrared Face Recognition
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    Chapter 23 Preliminary Study of Tongue Image Classification Based on Multi-label Learning
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    Chapter 24 Online Kernel-Based Multimodal Similarity Learning with Application to Image Retrieval
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    Chapter 25 Reverse Training for Leaf Image Set Classification
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    Chapter 26 Visual Saliency Detection Based on Color Contrast and Distribution
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    Chapter 27 Moving Vehicle Detection Based on Visual Processing Mechanism with Multiple Pathways
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    Chapter 28 A Computer Vision Method for the Italian Finger Spelling Recognition
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    Chapter 29 A Spiking Neural Network for Extraction of Multi-features in Visual Processing Pathways
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    Chapter 30 Image Set Classification Based on Synthetic Examples and Reverse Training
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    Chapter 31 Carried Baggage Detection and Classification Using Part-Based Model
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    Chapter 32 Image Splicing Detection Based on Markov Features in QDCT Domain
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    Chapter 33 Facial Expression Recognition Based on Hybrid Approach
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    Chapter 34 A Local Feature Descriptor Based on Energy Information for Human Activity Recognition
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    Chapter 35 An Accurate Online Non-rigid Structure from Motion Algorithm
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    Chapter 36 A Multi-feature Fusion Method for Automatic Multi-label Image Annotation with Weighted Histogram Integral and Closure Regions Counting
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    Chapter 37 Diffusion-Based Hybrid Level Set Method for Complex Image Segmentation
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    Chapter 38 The Optimization of Resource Allocation Based on Process Mining
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    Chapter 39 Research on Optimum Weighted Combination GM(1,1) Model with Different Initial Value
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    Chapter 40 Spectral Clustering of High-Dimensional Data via k-Nearest Neighbor Based Sparse Representation Coefficients
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    Chapter 41 Friend Recommendation by User Similarity Graph Based on Interest in Social Tagging Systems
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    Chapter 42 Orchestrating Real-Valued Negative Selection Algorithm with Computational Efficiency for Crude Oil Price
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    Chapter 43 A New Algorithm of Automatic Grading in Computer Paperless Test System
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    Chapter 44 MLRF: Multi-label Classification Through Random Forest with Label-Set Partition
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    Chapter 45 Prediction of Oil and Water Layer by Kernel Local Fisher Discriminant Analysis
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    Chapter 46 Assessment of the Pillar 3 Financial and Risk Information Disclosures Usefulness to the Commercial Banks Users
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    Chapter 47 CKNNI: An Improved KNN-Based Missing Value Handling Technique
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    Chapter 48 An Item Based Collaborative Filtering System Combined with Genetic Algorithms Using Rating Behavior
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    Chapter 49 Short Text Classification Based on Semantics
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    Chapter 50 Name Disambiguation Using Semi-supervised Topic Model
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    Chapter 51 Automatic Evaluation of Machine Translation Through the Residual Analysis
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    Chapter 52 Is the Most Frequent Sense of a Word Better Connected in a Semantic Network?
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    Chapter 53 Language Processing and Human Cognition
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    Chapter 54 An Ontology-Based Approach for Measuring Semantic Similarity Between Words
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    Chapter 55 Knowledge Bases’ Control for Intelligent Professional Activity Automatization
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    Chapter 56 Maximum Class Separability-Based Discriminant Feature Selection Using a GA for Reliable Fault Diagnosis of Induction Motors
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    Chapter 57 Multi-fault Diagnosis of Roller Bearings Using Support Vector Machines with an Improved Decision Strategy
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    Chapter 58 A Local Neural Networks Approximation Control of Uncertain Robot Manipulators
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    Chapter 59 A Quantum-Inspired Immune Clonal Algorithm Based Handover Decision Mechanism with ABC Supported
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    Chapter 60 An IEEE 802.21 Based Heterogeneous Access Network Selection Mechanism
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    Chapter 61 A Dijkstra Algorithm Based Multi-layer Satellite Network Routing Mechanism
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    Chapter 62 The Research on Optimizing Deployment Strategy for Aviation SWIM Application Servers
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    Chapter 63 Modeling Fault Tolerated Mobile Agents by Colored Petri Nets
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    Chapter 64 A Self-Adaptive Context-Aware Model for Mobile Commerce
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    Chapter 65 Research and Implementation on Autonomic Integration Technology of Smart Devices Based on DPWS
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    Chapter 66 Experimental Verification of the Dependence Between the Expected and Observed Visit Rate of Web Pages
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    Chapter 67 Kernel Independent Component Analysis-Based Prediction on the Protein O-Glycosylation Sites Using Support Vectors Machine and Ensemble Classifiers
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    Chapter 68 Semantic Role Labeling for Biomedical Corpus Using Maximum Entropy Classifier
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    Chapter 69 Automatic Detection of Yeast and Pseudohyphal Form Cells in the Human Pathogen Candida Glabrata
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    Chapter 70 Semi-supervised Feature Extraction for RNA-Seq Data Analysis
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    Chapter 71 Compound Identification Using Random Projection for Gas Chromatography-Mass Spectrometry Data
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    Chapter 72 A Random Projection Ensemble Approach to Drug-Target Interaction Prediction
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    Chapter 73 Kernel Local Fisher Discriminant Analysis-Based Prediction on Protein O-Glycosylation Sites Using SVM
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    Chapter 74 Identification of Colorectal Cancer Candidate Genes Based on Subnetwork Extraction Algorithm
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    Chapter 75 Detection of Protein-Protein Interactions from Amino Acid Sequences Using a Rotation Forest Model with a Novel PR-LPQ Descriptor
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    Chapter 76 Age-Related Alterations in the Sign Series Entropy of Short-Term Pulse Rate Variability
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    Chapter 77 An Assessment Method of Tongue Image Quality Based on Random Forest in Traditional Chinese Medicine
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    Chapter 78 Detection of Epileptic Seizures in EEG Signals with Rule-Based Interpretation by Random Forest Approach
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    Chapter 79 Sparse-View X-ray Computed Tomography Reconstruction via Mumford-Shah Total Variation Regularization
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    Chapter 80 The Utilisation of Dynamic Neural Networks for Medical Data Classifications- Survey with Case Study
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    Chapter 81 Neural Network Classification of Blood Vessels and Tubules Based on Haralick Features Evaluated in Histological Images of Kidney Biopsy
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    Chapter 82 Dependable Healthcare Service Automation: A Holistic Approach
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    Chapter 83 Improved Concurrent Signature on Conic Curve
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    Chapter 84 Double Compression Detection in MPEG-4 Videos Based on Block Artifact Measurement with Variation of Prediction Footprint
Overall attention for this book and its chapters
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Mentioned by

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1 patent

Citations

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Readers on

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91 Mendeley
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Title
Advanced Intelligent Computing Theories and Applications
Published by
Springer, Cham, January 2015
DOI 10.1007/978-3-319-22053-6
ISBNs
978-3-31-922052-9, 978-3-31-922053-6
Editors

De-Shuang Huang, Kyungsook Han

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Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 91 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 91 100%

Demographic breakdown

Readers by professional status Count As %
Student > Doctoral Student 2 2%
Student > Ph. D. Student 2 2%
Student > Master 2 2%
Researcher 1 1%
Student > Postgraduate 1 1%
Other 0 0%
Unknown 83 91%
Readers by discipline Count As %
Computer Science 4 4%
Business, Management and Accounting 2 2%
Mathematics 1 1%
Engineering 1 1%
Unknown 83 91%

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