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Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence

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Cover of 'Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence'

Table of Contents

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    Book Overview
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    Chapter 1 A Miniature Robot System with Fuzzy Wavelet Basis Neural Network Controller
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    Chapter 2 A New Algorithm for Finding the Shortest Path Tree Using Competitive Pulse Coupled Neural Network
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    Chapter 3 Criteria for Exponential Stability of Cohen-Grossberg Neural Networks with Multiple Time-Varying Delays
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    Chapter 4 Detecting Unsuccessful Automated Negotiation Threads When Opponents Employ Hybrid Strategies
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    Chapter 5 Electromagnetism-Like Mechanism Based Algorithm for Neural Network Training
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    Chapter 6 Evolvable Neuro-fuzzy System for Artificial Creativity in Linguistics
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    Chapter 7 Extended Legendre Wavelets Neural Network
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    Chapter 8 Growing Algorithm of Laguerre Orthogonal Basis Neural Network with Weights Directly Determined
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    Chapter 9 MATLAB Simulation and Comparison of Zhang Neural Network and Gradient Neural Network for Online Solution of Linear Time-Varying Matrix Equation AXB  −  C  = 0
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    Chapter 10 Motion Detection Using Spiking Neural Network Model
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    Chapter 11 On Determination of Early Warning Grade Based on AHP Analysis in Warranty Database
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    Chapter 12 Optimizing the Performance of Probabilistic Neural Networks Using PSO in the Task of Traffic Sign Recognition
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    Chapter 13 Product Schemes Evaluation Method Based on Improved BP Neural Network
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    Chapter 14 Study on Tool Wear Monitoring Based on Multi-source Information Fusion
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    Chapter 15 Synchronization and Parameter Identification for a Class of Chaotic Neural Networks with Time-Varying Delays Via Adaptive Control
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    Chapter 16 A Discrete Binary Version of the Electromagnetism-Like Heuristic for Solving Traveling Salesman Problem
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    Chapter 17 A Frequent Pattern Mining Algorithm for Understanding Genetic Algorithms
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    Chapter 18 A Generalized Differential Evolution Combined with EDA for Multi-objective Optimization Problems
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    Chapter 19 A New Hybrid Ant Colony Optimization Algorithm for the Traveling Salesman Problem
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    Chapter 20 A Novel PSO-DE-Based Hybrid Algorithm for Global Optimization
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    Chapter 21 A Parallel Multi-algorithm Solver for Dynamic Multi-Objective TSP (DMO-TSP)
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    Chapter 22 A Virtual Three-Dimension Cellular Automata Pseudorandom Number Generator Based on the Moore Neighborhood Method
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    Chapter 23 An Adaptive Genetic Algorithm for Solving Traveling Salesman Problem
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    Chapter 24 An Application of Support Vector Machines for Induction Motor Fault Diagnosis with Using Genetic Algorithm
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    Chapter 25 Ant Algorithm Applied in the Minimal Cost Maximum Flow Problem
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    Chapter 26 Computer Simulation and Word-Updating Dynamical Systems (WDS) on Digraphs
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    Chapter 27 Cooperative Dynamics in Spatially Structured Populations
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    Chapter 28 Emergent Motion Characteristics of a Modular Robot through Genetic Algorithm
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    Chapter 29 Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
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    Chapter 30 Grid Resource Aggregation Integrated P2P Mode
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    Chapter 31 Hybrid Scatter Search with Extremal Optimization for Solving the Capacitated Vehicle Routing Problem
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    Chapter 32 Implement Web Learning System Based on Genetic Algorithm and Pervasive Agent Ontology
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    Chapter 33 Large Population Size IGAs with Individuals’ Fitness Not Assigned by User
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    Chapter 34 Missing Data Imputation in Time Series by Evolutionary Algorithms
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    Chapter 35 Rule-Based Analysis of Behaviour Learned by Evolutionary and Reinforcement Algorithms
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    Chapter 36 Self-Guided Genetic Algorithm
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    Chapter 37 Study on Discretization in Rough Set Via Modified Quantum Genetic Algorithm
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    Chapter 38 A Class of Random Fuzzy Programming and Its Hybrid PSO Algorithm
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    Chapter 39 A Fuzzy Logic Approach to Test Statistical Hypothesis on Means
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    Chapter 40 A Fuzzy Logic-Based Approach to Two-Dimensional Warranty System
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    Chapter 41 A Fuzzy Optimization Method for Multi-criteria Decision-Making Problem Based on the Inclusion Degrees of Intuitionistic Fuzzy Sets
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    Chapter 42 A GP Based Approach to the Classification of Multiclass Microarray Datasets
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    Chapter 43 A Novel Approach for Blind Channel Equalization
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    Chapter 44 A Risk-Sensitive Portfolio with Mean and Variance of Fuzzy Random Variables
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    Chapter 45 Attribute Reduction Based on the Fuzzy Information Filter Operators
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    Chapter 46 Classification of Image Data Using Gradient-Based Fuzzy C-Means with Mercer Kernel
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    Chapter 47 Design of T-S Fuzzy Model Based on PSODE Algorithm
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    Chapter 48 Equivalence Knowledge Mass and Approximate Reasoning in $\mathcal{R}$ –Logic $\mathbb{C}_\mathcal{R}$ (I)
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    Chapter 49 Extended Fuzzy Knowledge Representation with Medium
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    Chapter 50 Five Perspectives on Case Based Reasoning
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    Chapter 51 Fixpoint Semantics and Completeness of the Computational Model for Fuzzy Linguistic Logic Programming
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    Chapter 52 Forest-RK: A New Random Forest Induction Method
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    Chapter 53 Fuzzy Linguistic Logic Programming
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    Chapter 54 Improve Flow Accuracy and Byte Accuracy in Network Traffic Classification
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    Chapter 55 Intuitionistic Fuzzy Modules and Their Structures
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    Chapter 56 Optimization of Ni-MH Battery Fast Charging in Electric Vehicles Using Dynamic Data Mining and ANFIS
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    Chapter 57 Robust and Adaptive Fuzzy Feedback Linearization Regulator Design
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    Chapter 58 Three-Level Image Segmentation Based on Maximum Fuzzy Partition Entropy of 2-D Histogram and Quantum Genetic Algorithm
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    Chapter 59 A Hybrid Particle Swarm Optimization for Feed-Forward Neural Network Training
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    Chapter 60 A Modified Ant Colony Algorithm Used for Multi-robot Odor Source Localization
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    Chapter 61 A New Problem-Solving Method for Multi-agent Systems and Computer Networks: Solitary Wave Propagation
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    Chapter 62 A Novel Global Convergence Algorithm: Bee Collecting Pollen Algorithm
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    Chapter 63 An Enhanced Swarm Intelligence Clustering-Based RBF Neural Network Detection Classifier
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    Chapter 64 Application of the Particle Filter for Simple Gesture Recognition
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    Chapter 65 Cooperative Approaches to Bacterial Foraging Optimization
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    Chapter 66 Crossbar Composite Spring-Nets to Optimize Multi-Agent Systems and Computer Networks
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    Chapter 67 Formation Control of Multiple Robots Using Parametric and Implicit Representations
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    Chapter 68 Fuzzy SVM Training Based on the Improved Particle Swarm Optimization
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    Chapter 69 Handling Multiobjective Problems with a Novel Interactive Multi-Swarm PSO
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    Chapter 70 The Explicit Exploration Information Exchange Mechanism for Niche Technique
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    Chapter 71 The Research of Using Ant Colony Algorithm in Solving Sequencing Problem of Mixed Model Assembly Lines with Multi-objectives
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    Chapter 72 A New Weighted Support Vector Machine for Regression and Its Parameters Optimization
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    Chapter 73 A Novel Spike Sorting Method Based on Semi-supervised Learning
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    Chapter 74 A One-Step Network Traffic Prediction
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    Chapter 75 A Two-Step Selective Region Ensemble for Facial Age Estimation
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    Chapter 76 A Unified String Kernel for Biology Sequence
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    Chapter 77 An Adaptively Constructing Multilayer Feedforward Neural Networks Using Hermite Polynomials
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    Chapter 78 Improved Learning Algorithms of SLFN for Approximating Periodic Function
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    Chapter 79 Some Progress of Supervised Learning
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    Chapter 80 Supervised Gravitational Clustering with Bipolar Fuzzification
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    Chapter 81 A Neuro-fuzzy Learning System for Adaptive Swarm Behaviors Dealing with Continuous State Space
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    Chapter 82 A Reinforcement Learning Automata Optimization Approach for Optimum Tuning of PID Controller in AVR System
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    Chapter 83 An Alternative to Center-Based Clustering Algorithm Via Statistical Learning Analysis
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    Chapter 84 A Survey on Statistical Pattern Feature Extraction
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    Chapter 85 Nonlinear Innovation to Noisy Blind Source Separation Based on Gaussian Moments
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    Chapter 86 Removal of Artifacts in Electroencephalogram Using Adaptive Infomax Algorithm of Blind Source Separation
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    Chapter 87 A Hybrid VNS with TS for the Single Machine Scheduling Problem to Minimize the Sum of Weighted Tardiness of Jobs
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    Chapter 88 A Wide Neighborhood Primal-Dual Interior-Point Algorithm for a Class of Convex Programming
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    Chapter 89 An Improved Differential Evolution with Local Search for Constrained Layout Optimization of Satellite Module
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    Chapter 90 Cloud Theory Based Simulated Annealing Algorithm for Multiple Observers Sitting on Terrain Problem
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    Chapter 91 Minimum Vertex Ranking Spanning Tree Problem on Some Classes of Graphs
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    Chapter 92 On Constructions of Optimal Double-Loop Networks
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    Chapter 93 Research on Resource Selection with Precedence and Due Date Constraint
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    Chapter 94 Rule-Based Modeling of Assembly Constraints for Line Balancing
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    Chapter 95 A Novel Network Behavior Model Based on Generalized Cellular Automaton
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    Chapter 96 Optimal Control of Switched System Based on Neural Network Optimization
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    Chapter 97 Zhang Neural Network Versus Gradient Neural Network for Online Time-Varying Quadratic Function Minimization
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    Chapter 98 A Logic Description on Different Negation Relation in Knowledge
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    Chapter 99 An On-Line Semantic Visualization for Heterogeneous Product Information of the Virtual Organization
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    Chapter 100 An Optimized Parallel Decision Tree Model Based on Rough Set Theory
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    Chapter 101 A Topic-Specific Web Crawler with Concept Similarity Context Graph Based on FCA
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    Chapter 102 An IACO and HPSO Method for Spatial Clustering with Obstacles Constraints
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    Chapter 103 Attributes Reduct and Optimal Decision Rules Acquisition in Fuzzy Objective Information Systems
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    Chapter 104 Cross Sentence Alignment for Structurally Dissimilar Corpus Based on Singular Value Decomposition
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    Chapter 105 Event Detection and Tracking Based on Improved Incremental K-Means and Transductive SVM
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    Chapter 106 Integration of Fuzzy Logic in Data Mining to Handle Vagueness and Uncertainty
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    Chapter 107 Medical Knowledge Discovery from a Regional Asthma Dataset
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    Chapter 108 Mining Context-Specific Web Knowledge: An Experimental Dictionary-Based Approach
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    Chapter 109 Mining Direct and Indirect Fuzzy Multiple Level Sequential Patterns in Large Transaction Databases
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    Chapter 110 Rough Set Approaches for Mining Incomplete Information Systems
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    Chapter 111 Φ-Rough Sets Theory and Its Usage on Mining Approximate Dependencies
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    Chapter 112 A Cellular Automatic Method for the Edge Detection of Images
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    Chapter 113 Computer Virus Evolution Model Inspired by Biological DNA
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    Chapter 114 Study of Immune Control Computing in Immune Detection Algorithm for Information Security
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    Chapter 115 A Comparative Study of Machine Learning Methods for Detecting Promoters in Bacterial DNA Sequences
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    Chapter 116 A Holistic View of Evolutionary Rates in Paralogous and Orthologous Genes
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    Chapter 117 An SVM-Based Algorithm for Classifying Promoter-Associated CpG Islands in the Human and Mouse Genomes
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    Chapter 118 CDGMiner: A New Tool for the Identification of Disease Genes by Text Mining and Functional Similarity Analysis
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    Chapter 119 Designing Genetic Regulatory Network with Fuzzy Logic
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    Chapter 120 A Framework to Understand the Mechanism of Toxicity
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    Chapter 121 FindSUMO: A PSSM-Based Method for Sumoylation Site Prediction
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    Chapter 122 Maximal-Robustness-Minimal-Fragility Controller: A Compromise between Robustness and Fragility of Biochemical Networks
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    Chapter 123 Predict Molecular Regulatory Network of Norway Rat under the Frame of Data Integration
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    Chapter 124 Using Cost-Sensitive Learning to Determine Gene Conversions
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    Chapter 125 A Multi-objective Genetic Algorithm Based Approach to the Optimization of Oligonucleotide Microarray Production Process
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    Chapter 126 A New Orthogonal Discriminant Projection Based Prediction Method for Bioinformatic Data
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    Chapter 127 A Novel Hybrid Method of Gene Selection and Its Application on Tumor Classification
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    Chapter 128 An Intelligent Analyzer for Supporting Diagnoses of Congenital CMV Infection
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    Chapter 129 Biomedical Text Mining Using a Grid Computing Approach
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    Chapter 130 High-Throughput Analysis of the Drug Mode of Action of PB28, MC18 and MC70, Three Cyclohexylpiperazine Derivative New Molecules
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    Chapter 131 Locally Linear Discriminant Embedding for Tumor Classification
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    Chapter 132 Palmprint Linear Feature Extraction and Identification Based on Ridgelet Transforms and Rough Sets
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    Chapter 133 A Compact Genetic Algorithm with Elitism and Mutation Applied to Image Recognition
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    Chapter 134 A Method of Counting Pedestrians in Crowded Scenes
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    Chapter 135 A Novel Approximate Algorithm Used for Solving the Netting Radar Measure Elevation Angle Based on the Target Altitude
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    Chapter 136 Automated Segmentation Using a Fast Implementation of the Chan-Vese Models
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    Chapter 137 Automatic Facial Feature Points Detection
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    Chapter 138 Automatic Subspace Synthesis of Motion Styles Based on Isomap
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    Chapter 139 Card Images Binarization Based on Dual-Thresholding Identification
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    Chapter 140 Defects Identification in Textile by Means of Artificial Neural Networks
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    Chapter 141 Diabetic Damage Detection in Retinal Images Via a Sparsely-Connected Neurofuzzy Network
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    Chapter 142 Dimensionality Reduction Method Applied for Multi-view Face Database Recognition
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    Chapter 143 Experimental System to Support Real-Time Driving Pattern Recognition
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    Chapter 144 Extending Hough Transform to a Points’ Cloud for 3D-Face Nose-Tip Detection
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    Chapter 145 Face Detection by Means of Skin Detection
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    Chapter 146 Research on Product Case Representation and Retrieval Based on Ontology
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    Chapter 147 Retinal Fundus Biometric Analysis for Personal Identifications
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    Chapter 148 Statistical Character Study of the Inert Coordinate Errors Caused by the Measurement Noise of the Netting Radar
Attention for Chapter 15: Synchronization and Parameter Identification for a Class of Chaotic Neural Networks with Time-Varying Delays Via Adaptive Control
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Chapter title
Synchronization and Parameter Identification for a Class of Chaotic Neural Networks with Time-Varying Delays Via Adaptive Control
Chapter number 15
Book title
Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
Published by
Springer, Berlin, Heidelberg, September 2008
DOI 10.1007/978-3-540-85984-0_15
Book ISBNs
978-3-54-085983-3, 978-3-54-085984-0
Authors

Zhongsheng Wang, Yanjun Liang, Nin Yan