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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
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Intelligent Computing Theories and Application
Published by
Springer International Publishing, January 2016
DOI 10.1007/978-3-319-42291-6
978-3-31-942290-9, 978-3-31-942291-6

De-Shuang Huang, Vitoantonio Bevilacqua, Prashan Premaratne

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Mendeley readers

The data shown below were compiled from readership statistics for 6 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 6 100%

Demographic breakdown

Readers by professional status Count As %
Student > Postgraduate 1 17%
Researcher 1 17%
Unknown 4 67%
Readers by discipline Count As %
Environmental Science 1 17%
Medicine and Dentistry 1 17%
Unknown 4 67%