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Intelligent Computing Theory

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Cover of 'Intelligent Computing Theory'

Table of Contents

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    Book Overview
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    Chapter 1 Self-tuning Performance of Database Systems with Neural Network
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    Chapter 2 GA-EAM Based Hybrid Algorithm
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    Chapter 3 Hybrid ITO Algorithm for Solving Numerical Optimization Problem
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    Chapter 4 Performance Analysis of a (1+1) Surrogate-Assisted Evolutionary Algorithm
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    Chapter 5 Parameters Selection for Support Vector Machine Based on Particle Swarm Optimization
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    Chapter 6 Adaptive Hybrid Artificial Fish School Algorithm for Solving the Real Roots of Polynomials
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    Chapter 7 Optimization of Moving Objects Trajectory Using Particle Filter
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    Chapter 8 Handing the Classification Methodology ORCLASS by Tool OrclassWeb
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    Chapter 9 Solving TSP Problems with Hybrid Estimation of Distribution Algorithms
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    Chapter 10 A Path Planning Algorithm Based on Parallel Particle Swarm Optimization
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    Chapter 11 An Optimal Probabilistic Transformation of Belief Functions Based on Artificial Bee Colony Algorithm
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    Chapter 12 Cost-Sensitive Bayesian Network Classifiers and Their Applications in Rock Burst Prediction
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    Chapter 13 Nonparametric Discriminant Multi-manifold Learning
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    Chapter 14 Orthogonal Neighborhood Preservation Projection Based Method for Solving CNOP
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    Chapter 15 A Safety Requirement Elicitation Technique of Safety-Critical System Based on Scenario
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    Chapter 16 Modeling Information Diffusion in Social Networks Using Latent Topic Information
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    Chapter 17 PRDiscount: A Heuristic Scheme of Initial Seeds Selection for Diffusion Maximization in Social Networks
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    Chapter 18 Quantifying the Evolutions of Social Interactions
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    Chapter 19 Computing the Kirchhoff Index of Some xyz-Transformations of Regular Molecular Graphs
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    Chapter 20 Parameters Selection for Genetic Algorithms and Ant Colony Algorithms by Uniform Design
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    Chapter 21 Result-Controllable Dendritic Cell Algorithm
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    Chapter 22 Feature Analysis of Uterine Electrohystography Signal Using Dynamic Self-organised Multilayer Network Inspired by the Immune Algorithm
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    Chapter 23 An Improved Ensemble of Extreme Learning Machine Based on Attractive and Repulsive Particle Swarm Optimization
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    Chapter 24 Application of Random Forest, Rough Set Theory, Decision Tree and Neural Network to Detect Financial Statement Fraud – Taking Corporate Governance into Consideration
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    Chapter 25 SAE-RNN Deep Learning for RGB-D Based Object Recognition
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    Chapter 26 Visual Servoing of Robot Manipulator Based on Second Order Sliding Observer and Neural Compensation
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    Chapter 27 An Automatic Image Segmentation Algorithm Based on Spiking Neural Network Model
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    Chapter 28 A Fast Decoupling Method for Multi-input Multi-output Nonlinear Continuous-Time System
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    Chapter 29 A Hand Shape Instruction Recognition and Learning System Using Growing SOM with Asymmetric Neighborhood Function
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    Chapter 30 An Adaptive Tracking Controller for Differential Wheeled Mobile Robots with Unknown Wheel Slips
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    Chapter 31 Functional Link Neural Network with Modified Cuckoo Search Training Algorithm for Physical Time Series Forecasting
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    Chapter 32 The Research of Codeword Based on Fuzzy Hopfield Neural Network
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    Chapter 33 Face Recognition System Invariant to Expression
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    Chapter 34 Illumination Invariant Face Recognition
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    Chapter 35 Real-Time Emotion Recognition: An Improved Hybrid Approach for Classification Performance
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    Chapter 36 Recognition of Leaf Image Set Based on Manifold-Manifold Distance
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    Chapter 37 Partially Obscured Human Detection Based on Component Detectors Using Multiple Feature Descriptors
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    Chapter 38 A Rotation and Scale Invariant Approach for Dense Wide Baseline Matching
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    Chapter 39 Computational Aesthetic Measurement of Photographs Based on Multi-features with Saliency
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    Chapter 40 Multi-layers Segmentation Based Adaptive Binarization for Text Extraction in Scanned Card Images
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    Chapter 41 Integrating Visual Saliency Information into Objective Quality Assessment of Tone-Mapped Images
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    Chapter 42 Moving Object Detection Method with Temporal and Spatial Variation Based on Multi-info Fusion
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    Chapter 43 Images Denoising with Feature Extraction for Patch Matching in Block Matching and 3D Filtering
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    Chapter 44 A Novel Detail-Enhanced Exposure Fusion Method Based on Local Feature
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    Chapter 45 Frequency Domain Directional Filtering Based Rain Streaks Removal from a Single Color Image
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    Chapter 46 Multi-scale Fractal Coding for Single Image Super-Resolution
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    Chapter 47 Image Denoising with BEMD and Edge-Preserving Self-Snake Model
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    Chapter 48 Enhanced Local Ternary Pattern for Texture Classification
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    Chapter 49 Feature Points Selection Algorithm of DSA Images Based on Adaptive Multi-scale Vascular Enhancement and Mean Shift
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    Chapter 50 Parallel Image Texture Feature Extraction under Hadoop Cloud Platform
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    Chapter 51 Image Super-resolution Reconstruction Utilizing the Combined Method of K-SVD and RAMP
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    Chapter 52 Dispersion Constraint Based Non-Negative Sparse Coding Neural Network Model
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    Chapter 53 Moving People Recognition Algorithm Based on the Visual Color Processing Mechanism
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    Chapter 54 Finding Specific Person Using Spiking Neural Network Based on Texture Features
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    Chapter 55 Unsupervised Image Segmentation Based on Contourlet Texture Features and BYY Harmony Learning of t-Mixtures
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    Chapter 56 Using Spectral Feature for Face Recognition of One-Sample-Per-Person Problem
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    Chapter 57 Analyzing Feasibility for Deploying Very Fast Decision Tree for DDoS Attack Detection in Cloud-Assisted WBAN
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    Chapter 58 A Data Obfuscation Based on State Transition Graph of Mealy Automata
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    Chapter 59 Synchronization of Chen’s Attractor and Lorenz Chaotic Systems by Nonlinear Coupling Function
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    Chapter 60 A Data Hiding Algorithm for 3D Videos Based on Inter-MBs
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    Chapter 61 A Robust Reversible Data Hiding Scheme for H.264 Based on Secret Sharing
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    Chapter 62 A High-Dynamic Invocation Load Balancing Algorithm for Distributed Servers in the Cloud
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    Chapter 63 An Effective Algorithm for Interference Minimization in Wireless Sensor Networks
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    Chapter 64 Subjective Evaluation of Prototypes and Task Complexities for Mobile Phone Usability
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    Chapter 65 Kinect-Based Algorithms for Hand Feature Points Localization
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    Chapter 66 Designing Robot Eyes and Head and Their Motions for Gaze Communication
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    Chapter 67 Robust Fingertip Tracking with Improved Kalman Filter
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    Chapter 68 Monte Carlo-Discrete Wavelet Transform for Diagnosis of Inner/Outer Race Bearings Faults in Induction Motors
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    Chapter 69 Impact of Using Information Gain in Software Defect Prediction Models
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    Chapter 70 CosSimReg: An Effective Transfer Learning Method in Social Recommender System
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    Chapter 71 Chaotic Features Identification and Analysis in Liujiang River Runoff
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    Chapter 72 Log-Cumulant Parameter Estimator of Log-Normal Distribution
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    Chapter 73 Noise Removal Using Fourth Order PDEs Based on Nonlocal Derivative
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    Chapter 74 The Research of the Transient Feature Extraction by Resonance-Based Method Using Double-TQWT
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    Chapter 75 Fast Mode and Depth Decision Algorithm for Intra Prediction of Quality SHVC
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    Chapter 76 A New Local Binary Pattern in Texture Classification
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    Chapter 77 Improved Emotion Recognition with Novel Task-Oriented Wavelet Packet Features
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    Chapter 78 Pedestrian Detection Based on HOG and LBP
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    Chapter 79 A Novel Salient Line Detection Approach Based on Ant Colony Optimization Algorithm
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    Chapter 80 Error Tracing and Analysis of Vision Measurement System
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    Chapter 81 Online Model-Based Twin Parametric-Margin Support Vector Machine
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    Chapter 82 Action Segmentation and Recognition Based on Depth HOG and Probability Distribution Difference
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    Chapter 83 Weighted Deformable Part Model for Robust Human Detection
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    Chapter 84 Contractive De-noising Auto-Encoder
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    Chapter 85 A Hybrid Algorithm to Improve the Accuracy of Support Vector Machines on Skewed Data-Sets
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    Chapter 86 Hyperspectral Data Dimensionality Reduction Based on Non-negative Sparse Semi-supervised Framework
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    Chapter 87 Constrained Community Clustering
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    Chapter 88 Extended Embedding Function for Model-Preserving Steganography
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    Chapter 89 A Dynamic Slap Fingerprint Based Verification System
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    Chapter 90 Multimodal Personal Authentication Using Iris and Knuckleprint
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    Chapter 91 Power-Aware Meta Scheduler with Non-linear Workload Prediction for Adaptive Virtual Machine Provisioning
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    Chapter 92 A Fractional-Order Chaotic Circuit Based on Memristor and Its Generalized Projective Synchronization
Overall attention for this book and its chapters
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Title
Intelligent Computing Theory
Published by
Springer International Publishing, July 2014
DOI 10.1007/978-3-319-09333-8
ISBNs
978-3-31-909332-1, 978-3-31-909333-8
Editors

Huang, De-Shuang, Bevilacqua, Vitoantonio, Premaratne, Prashan

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Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 36 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
India 1 3%
Unknown 35 97%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 13 36%
Student > Master 9 25%
Student > Bachelor 2 6%
Student > Postgraduate 2 6%
Lecturer 1 3%
Other 4 11%
Unknown 5 14%
Readers by discipline Count As %
Engineering 11 31%
Computer Science 11 31%
Neuroscience 2 6%
Business, Management and Accounting 2 6%
Mathematics 1 3%
Other 2 6%
Unknown 7 19%