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Intelligent Computing Methodologies

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Cover of 'Intelligent Computing Methodologies'

Table of Contents

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    Book Overview
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    Chapter 1 An Improved Evolutionary Extreme Learning Machine Based on Multiobjective Particle Swarm Optimization
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    Chapter 2 ESNMF: Evolutionary Symmetric Nonnegative Matrix Factorization for Dissecting Dynamic Microbial Networks
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    Chapter 3 A Pseudo-dynamic Search Ant Colony Optimization Algorithm with Improved Negative Feedback Mechanism to Solve TSP
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    Chapter 4 Dynamic Mutation Based Pareto Optimization for Subset Selection
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    Chapter 5 Energy-Aware Fault-Tolerant Scheduling Under Reliability and Time Constraints in Heterogeneous Systems
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    Chapter 6 A Novel Many-Objective Optimization Algorithm Based on the Hybrid Angle-Encouragement Decomposition
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    Chapter 7 Solving Bi-criteria Maximum Diversity Problem with Multi-objective Multi-level Algorithm
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    Chapter 8 A Modified Teaching-Learning Optimization Algorithm for Economic Load Dispatch Problem
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    Chapter 9 A Novel Multi-population Particle Swarm Optimization with Learning Patterns Evolved by Genetic Algorithm
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    Chapter 10 Classification of Hyperspectral Data Using a Multi-Channel Convolutional Neural Network
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    Chapter 11 Improved Sub-gradient Algorithm for Solving the Lower Bound of No-Wait Flow-Shop Scheduling with Sequence-Dependent Setup Times and Release Dates
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    Chapter 12 Cells Counting with Convolutional Neural Network
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    Chapter 13 Improved Adaptive Incremental Error-Minimization-Based Extreme Learning Machine with Localized Generalization Error Model
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    Chapter 14 Fully Complex-Valued Wirtinger Conjugate Neural Networks with Generalized Armijo Search
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    Chapter 15 Cross-Domain Attribute Representation Based on Convolutional Neural Network
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    Chapter 16 Convolutional Neural Network for Short Term Fog Forecasting Based on Meteorological Elements
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    Chapter 17 RBF Neural Network Adaptive Sliding Mode Control of Rotary Stewart Platform
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    Chapter 18 Smart Robotic Wheelchair for Bus Boarding Using CNN Combined with Hough Transforms
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    Chapter 19 A Question Answering System Based on Deep Learning
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    Chapter 20 A Deep Clustering Algorithm Based on Self-organizing Map Neural Network
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    Chapter 21 Short-Term Load Forecasting Based on RBM and NARX Neural Network
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    Chapter 22 Time Series Prediction Using Complex-Valued Legendre Neural Network with Different Activation Functions
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    Chapter 23 Optimization Method of Residual Networks of Residual Networks for Image Classification
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    Chapter 24 A Simple and Effective Deep Model for Person Re-identification
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    Chapter 25 A Hybrid Deep Model for Person Re-Identification
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    Chapter 26 A Brain Tumor Segmentation New Method Based on Statistical Thresholding and Multiscale CNN
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    Chapter 27 An Improved Supervised Isomap Method Using Adaptive Parameters
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    Chapter 28 Robust Face Recognition Based on Supervised Sparse Representation
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    Chapter 29 Block-Sparse Tensor Based Spatial-Spectral Joint Compression of Hyperspectral Images
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    Chapter 30 DeepLayout: A Semantic Segmentation Approach to Page Layout Analysis
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    Chapter 31 CDC-MRF for Hyperspectral Data Classification
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    Chapter 32 The Application Research of AlphaGo Double Decision System in Network Bad Information Recognition
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    Chapter 33 Classification of Emotions from Video Based Cardiac Pulse Estimation
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    Chapter 34 Face Recognition Using Improved Extended Sparse Representation Classifier and Feature Descriptor
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    Chapter 35 Automatic License Plate Recognition Based on Faster R-CNN Algorithm
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    Chapter 36 Object Detection of NAO Robot Based on a Spectrum Model
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    Chapter 37 Dimensionality Deduction for Action Proposals: To Extract or to Select?
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    Chapter 38 Histopathological Image Recognition with Domain Knowledge Based Deep Features
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    Chapter 39 Optical Character Detection and Recognition for Image-Based in Natural Scene
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    Chapter 40 Leaf Classification Utilizing Densely Connected Convolutional Networks with a Self-gated Activation Function
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    Chapter 41 Complex Identification of Plants from Leaves
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    Chapter 42 An Effective Low-Light Image Enhancement Algorithm via Fusion Model
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    Chapter 43 Pedestrian Detection Fusing HOG Based on LE and Haar-Like Feature
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    Chapter 44 Regularized Super-Resolution Reconstruction Based on Edge Prior
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    Chapter 45 An Improved Anisotropic Diffusion of Cattle Follicle Ultrasound Images De-noising Algorithm
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    Chapter 46 A Fractional Total Variational CNN Approach for SAR Image Despeckling
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    Chapter 47 Contrast Enhancement of RGB Color Images by Histogram Equalization of Color Vectors’ Intensities
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    Chapter 48 An NTP-Based Test Method for Web Audio Delay
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    Chapter 49 Inverse Halftoning Algorithm Based on SLIC Superpixels and DBSCAN Clustering
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    Chapter 50 JPEG Image Super-Resolution via Deep Residual Network
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    Chapter 51 Application of an Improved Grab Cut Method in Tongue Image Segmentation
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    Chapter 52 Dynamic Fusion of Color and Shape for Accurate Circular Object Tracking
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    Chapter 53 A Method of Ore Image Segmentation Based on Deep Learning
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    Chapter 54 Plant Recognition Based on Modified Maximum Margin Criterion
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    Chapter 55 CBR Based Educational Method for the Postgraduate Course Image Processing and Machine Vision
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    Chapter 56 Securing Medical Images for Mobile Health Systems Using a Combined Approach of Encryption and Steganography
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    Chapter 57 Adaptive Image Steganography Based on Edge Detection Over Dual-Tree Complex Wavelet Transform
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    Chapter 58 Detecting Distributed Denial of Service Attacks in Neighbour Discovery Protocol Using Machine Learning Algorithm Based on Streams Representation
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    Chapter 59 Research of Social Network Information Transmission Based on User Influence
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    Chapter 60 Research on Cloud Storage and Security Strategy of Digital Archives
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    Chapter 61 Natural and Fluid 3D Operations with Multiple Input Channels of a Digital Pen
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    Chapter 62 Improved Interleaving Scheme for PAPR Reduction in MIMO-OFDM Systems
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    Chapter 63 Failures Handling Strategies of Web Services Composition Base on Petri Nets
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    Chapter 64 Entity Detection for Information Retrieval in Video Streams
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    Chapter 65 Integration of Data-Space and Statistics-Space Boundary-Based Test to Control the False Positive Rate
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    Chapter 66 New Particle Swarm Optimization Based on Sub-groups Mutation
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    Chapter 67 Numerical Solution of Singularly Perturbed Convection Delay Problems Using Self-adaptive Differential Evolution Algorithm
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    Chapter 68 PSO Application in CVAR Model
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    Chapter 69 GreeAODV: An Energy Efficient Routing Protocol for Vehicular Ad Hoc Networks
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    Chapter 70 Interactive Swarm Intelligence Algorithm Based on Master-Slave Gaussian Surrogate Model
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    Chapter 71 A Novel Image Denoising Algorithm Based on Non-subsampled Contourlet Transform and Modified NLM
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    Chapter 72 Unambiguous Discrimination Between Mixed Quantum States Based on Programmable Quantum State Discriminators
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    Chapter 73 A Quantum Electronic Voting Scheme with d-Level Single Particles
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    Chapter 74 Multi-template Supervised Descent Method for Face Alignment
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    Chapter 75 Early Software Quality Prediction Based on Software Requirements Specification Using Fuzzy Inference System
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    Chapter 76 A Robust Locally Linear Embedding Method Based on Feature Space Projection
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    Chapter 77 Optimizing GPCR Two-Dimensional Topology from Contact Map
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    Chapter 78 A Novel Approach Based on Bi-Random Walk to Predict Microbe-Disease Associations
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    Chapter 79 Green Permutation Flowshop Scheduling: A Trade- off- Between Energy Consumption and Total Flow Time
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    Chapter 80 Data Mining to Support the Discrimination of Amyotrophic Lateral Sclerosis Diseases Based on Gait Analysis
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    Chapter 81 Classification of Foetal Distress and Hypoxia Using Machine Learning Approaches
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    Chapter 82 Assessment and Rating of Movement Impairment in Parkinson’s Disease Using a Low-Cost Vision-Based System
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    Chapter 83 Genetic Learning Particle Swarm Optimization with Diverse Selection
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    Chapter 84 An Effective Artificial Bee Colony for Distributed Lot-Streaming Flowshop Scheduling Problem
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    Chapter 85 Extremized PICEA-g for Nadir Point Estimation in Many-Objective Optimization
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    Chapter 86 A New Selection Without Replacement for Non-dominated Sorting Genetic Algorithm II
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    Chapter 87 Comparison of Two Swarm Intelligence Algorithms: From the Viewpoint of Learning
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    Chapter 88 Using Spotted Hyena Optimizer for Training Feedforward Neural Networks
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    Chapter 89 A Complex-Valued Encoding Satin Bowerbird Optimization Algorithm for Global Optimization
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    Chapter 90 Powell-Based Bat Algorithm for Solving Nonlinear Equations
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    Chapter 91 Ensemble Face Recognition System Using Dense Local Graph Structure
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    Chapter 92 Improved Indel Detection Algorithm Based on Split-Read and Read-Depth
Overall attention for this book and its chapters
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Mentioned by

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2 patents

Citations

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Readers on

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161 Mendeley
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Title
Intelligent Computing Methodologies
Published by
Springer International Publishing, July 2018
DOI 10.1007/978-3-319-95957-3
ISBNs
978-3-31-995956-6, 978-3-31-995957-3
Editors

Huang, De-Shuang, Gromiha, M. Michael, Han, Kyungsook, Hussain, Abir

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Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 161 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Malaysia 1 <1%
Australia 1 <1%
Unknown 159 99%

Demographic breakdown

Readers by professional status Count As %
Student > Master 42 26%
Student > Ph. D. Student 41 25%
Student > Doctoral Student 15 9%
Student > Bachelor 10 6%
Researcher 10 6%
Other 20 12%
Unknown 23 14%
Readers by discipline Count As %
Computer Science 67 42%
Engineering 38 24%
Economics, Econometrics and Finance 6 4%
Agricultural and Biological Sciences 5 3%
Social Sciences 3 2%
Other 13 8%
Unknown 29 18%

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