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Intelligent Computing Theories and Application

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Cover of 'Intelligent Computing Theories and Application'

Table of Contents

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    Book Overview
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    Chapter 1 A Variable Neighborhood Search Approach for the Capacitated m-Ring-Star Problem
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    Chapter 2 Convolutional Neural Network Application on Leaf Classification
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    Chapter 3 Detecting Ventricular Fibrillation and Ventricular Tachycardia for Small Samples Based on EMD and Symbol Entropy
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    Chapter 4 Coronary Heart Disease Recognition Based on Dynamic Pulse Rate Variability
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    Chapter 5 Multi-dictionary Based Collaborative Representation for 3D Biometrics
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    Chapter 6 An Adaptive Multi-algorithm Ensemble for Fingerprint Matching
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    Chapter 7 Stereo Matching with Improved Radiometric Invariant Matching Cost and Disparity Refinement
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    Chapter 8 A Real-Time Head Pose Estimation Using Adaptive POSIT Based on Modified Supervised Descent Method
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    Chapter 9 Tempo-Spatial Compactness Based Background Subtraction for Vehicle Detection and Tracking
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    Chapter 10 Research on Universal Model of Speech Perceptual Hashing Authentication System in Mobile Environment
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    Chapter 11 SIPSO: Selectively Informed Particle Swarm Optimization Based on Mutual Information to Determine SNP-SNP Interactions
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    Chapter 12 A Clustering Based Feature Selection Method Using Feature Information Distance for Text Data
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    Chapter 13 Implementation of Microcontroller Arduino in Irrigation System
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    Chapter 14 TOPSIS and AHP Model in the Application Research in the Evaluation of Coal
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    Chapter 15 An Improved Context-Aware Recommender Algorithm
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    Chapter 16 Effectively Classifying Short Texts via Improved Lexical Category and Semantic Features
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    Chapter 17 Selection of Optimal Cutting Parameters in Parallel Turnings Using Genetic Heuristics
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    Chapter 18 Balanced Tree-Based Support Vector Machine for Friendly Analysis on Mobile Network
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    Chapter 19 Feature Combination Methods for Prediction of Subcellular Locations of Proteins with Both Single and Multiple Sites
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    Chapter 20 Performance and Improvement of Tree-Based Methods for Gene Regulatory Network Reconstruction
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    Chapter 21 A Hybrid Tumor Gene Selection Method with Laplacian Score and Correlation Analysis
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    Chapter 22 Analysis of Mitochondrial Hsp70 Homolog Amino Acid Sequences of Amitochondriate Organisms Using Apriori and Decision Tree
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    Chapter 23 Identifying miRNA-mRNA Regulatory Modules Based on Overlapping Neighborhood Expansion from Multiple Types of Genomic Data
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    Chapter 24 PFC: An Efficient Soft Graph Clustering Method for PPI Networks Based on Purifying and Filtering the Coupling Matrix
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    Chapter 25 MDAGenera: An Efficient and Accurate Simulator for Multiple Displacement Amplification
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    Chapter 26 Construction of Protein Phosphorylation Network Based on Boolean Network Methods Using Proteomics Data
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    Chapter 27 Analysis of MicroRNA and Transcription Factor Regulation
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    Chapter 28 Gene Extraction Based on Sparse Singular Value Decomposition
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    Chapter 29 Explore the Brain Response to Naturalistic and Continuous Music Using EEG Phase Characteristics
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    Chapter 30 Computer Assisted Detection of Breast Lesions in Magnetic Resonance Images
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    Chapter 31 Using the Ranking-Based KNN Approach for Drug Repositioning Based on Multiple Information
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    Chapter 32 Depth-First Search Encoding of RNA Substructures
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    Chapter 33 A Practical Algorithm for the 2-Species Duplication-Loss Small Phylogeny Problem
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    Chapter 34 Prediction of Phosphorylation Sites Using PSO-ANNs
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    Chapter 35 Predicting Subcellular Localization of Multiple Sites Proteins
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    Chapter 36 Dynamically Heuristic Method for Identifying Mutated Driver Pathways in Cancer
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    Chapter 37 System Prediction of Drug-Drug Interactions Through the Integration of Drug Phenotypic, Therapeutic, Structural, and Genomic Similarities
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    Chapter 38 Predicting Transcription Factor Binding Sites in DNA Sequences Without Prior Knowledge
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    Chapter 39 Analysis and Comparison of Genomes of HIV-1 and HIV-2 Using Apriori Algorithm, Decision Tree, and Support Vector Machine
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    Chapter 40 Haplotyping a Diploid Single Individual with a Fast and Accurate Enumeration Algorithm
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    Chapter 41 Application of Machine Learning-Based Classification to Genomic Selection and Performance Improvement
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    Chapter 42 Prediction of Hot Spots Based on Physicochemical Features and Relative Accessible Surface Area of Amino Acid Sequence
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    Chapter 43 Identification of Hot Regions in Protein-Protein Interactions Based on Detecting Local Community Structure
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    Chapter 44 Power Spectrum-Based Genomic Feature Extraction from High-Throughput ChIP-seq Sequences
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    Chapter 45 Effective Protein Structure Prediction with the Improved LAPSO Algorithm in the AB Off-Lattice Model
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    Chapter 46 Prediction of Target Genes Based on Multiway Integration of High-Throughput Data
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    Chapter 47 A Hybrid Genetic Algorithm for Dual-Resource Constrained Job Shop Scheduling Problem
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    Chapter 48 A Competitive Memetic Algorithm for Carbon-Efficient Scheduling of Distributed Flow-Shop
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    Chapter 49 A Developed NSGA-II Algorithm for Multi-objective Chiller Loading Optimization Problems
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    Chapter 50 Crane Scheduling in Coordination of Production and Transportation Process
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    Chapter 51 Hybrid Estimation of Distribution Algorithm for No-Wait Flow-Shop Scheduling Problem with Sequence-Dependent Setup Times and Release Dates
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    Chapter 52 A Discrete Invasive Weed Optimization Algorithm for the No-Wait Lot-Streaming Flow Shop Scheduling Problems
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    Chapter 53 Two-Stage Flow-Open Shop Scheduling Problem to Minimize Makespan
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    Chapter 54 An Improved Quantum-Inspired Evolution Algorithm for No-Wait Flow Shop Scheduling Problem to Minimize Makespan
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    Chapter 55 An Enhanced Memetic Algorithm for Combinational Disruption Management in Sequence-Dependent Permutation Flowshop
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    Chapter 56 Event Space-Correlation Analysis Algorithm Based on Ant Colony Optimization
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    Chapter 57 Research on Information Security of College Ideology
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    Chapter 58 A Network Protocol Reverse Engineering Method Based on Dynamic Taint Propagation Similarity
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    Chapter 59 The Music Channel Access System Based on Internet
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    Chapter 60 Research on Information Security of Electronic Commerce Logistics System
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    Chapter 61 Discrete Interior Search Algorithm for Multi-resource Fair Allocation in Heterogeneous Cloud Computing Systems
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    Chapter 62 A Modified Bacterial Foraging Optimization Algorithm for Global Optimization
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    Chapter 63 An Augmented Artificial Bee Colony with Hybrid Learning for Traveling Salesman Problem
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    Chapter 64 Particle Swarm Optimizer with Full Information
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    Chapter 65 Location Selection of Multiple Logistics Distribution Center Based on Particle Swarm Optimization
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    Chapter 66 Effects of Simulated Annealing Strategy on Swarm Intelligence Algorithm
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    Chapter 67 A Complex Encoding Flower Pollination Algorithm for Global Numerical Optimization
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    Chapter 68 An Fruit Fly Optimization Algorithm with Dimension by Dimension Improvement
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    Chapter 69 Median-Oriented Bat Algorithm for Function Optimization
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    Chapter 70 An Improved Artificial Bee Colony Algorithm for Solving Extremal Optimization of Function Problem
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    Chapter 71 Modified Cuckoo Search Algorithm for Solving Permutation Flow Shop Problem
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    Chapter 72 Application of Improved Cuckoo Search Algorithm to Path Planning Unmanned Aerial Vehicle
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    Chapter 73 Dual-System Water Cycle Algorithm for Constrained Engineering Optimization Problems
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    Chapter 74 Accurate Prediction of Protein Hot Spots Residues Based on Gentle AdaBoost Algorithm
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    Chapter 75 Is There a Relationship Between Neighborhoods of Minority Class Instances and the Performance of Classification Methods?
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    Chapter 76 A Hybrid Particle Swarm Optimization Embedded Trust Region Method
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    Chapter 77 Inferring Disease-Related Domain Using Network-Based Method
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    Chapter 78 Training Neural Networks as Experimental Models: Classifying Biomedical Datasets for Sickle Cell Disease
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    Chapter 79 Multi-agent Systems for Dynamic Forensic Investigation
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    Chapter 80 A Genetic Analytics Approach for Risk Variant Identification to Support Intervention Strategies for People Susceptible to Polygenic Obesity and Overweight
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    Chapter 81 A Dynamic, Modular Intelligent-Agent Framework for Astronomical Light Curve Analysis and Classification
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    Chapter 82 A Smart Health Monitoring Technology
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    Chapter 83 A Framework on a Computer Assisted and Systematic Methodology for Detection of Chronic Lower Back Pain Using Artificial Intelligence and Computer Graphics Technologies
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    Chapter 84 Partially Synthesised Dataset to Improve Prediction Accuracy
Attention for Chapter 48: A Competitive Memetic Algorithm for Carbon-Efficient Scheduling of Distributed Flow-Shop
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Chapter title
A Competitive Memetic Algorithm for Carbon-Efficient Scheduling of Distributed Flow-Shop
Chapter number 48
Book title
Intelligent Computing Theories and Application
Published by
Springer International Publishing, January 2016
DOI 10.1007/978-3-319-42291-6_48
Book ISBNs
978-3-31-942290-9, 978-3-31-942291-6
Authors

Jin Deng, Ling Wang, Chuge Wu, Jingjing Wang, Xiaolong Zheng

Editors

De-Shuang Huang, Vitoantonio Bevilacqua, Prashan Premaratne

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 15 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 15 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 1 7%
Professor > Associate Professor 1 7%
Student > Postgraduate 1 7%
Student > Master 1 7%
Unknown 11 73%
Readers by discipline Count As %
Computer Science 3 20%
Engineering 1 7%
Unknown 11 73%