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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 Gbest-Guided Covariance Matrix Adaptation Evolution Strategy for Large Scale Global Optimization
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    Chapter 2 A Fast Approximate Hypervolume Calculation Method by a Novel Decomposition Strategy
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    Chapter 3 Towards the Differentiation of Initial and Final Retention in Massive Open Online Courses
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    Chapter 4 An Evolutionary Algorithm for Autonomous Agents with Spiking Neural Networks
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    Chapter 5 Sparse Reconstruction with Bat Algorithm and Orthogonal Matching Pursuit
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    Chapter 6 Data Transfer and Extension for Mining Big Meteorological Data
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    Chapter 7 A Review of Image Recognition with Deep Convolutional Neural Network
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    Chapter 8 Enhance a Deep Neural Network Model for Twitter Sentiment Analysis by Incorporating User Behavioral Information
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    Chapter 9 Topological Structure Analysis of Developmental Spiking Neural Networks
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    Chapter 10 A Unified Deep Neural Network for Scene Text Detection
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    Chapter 11 Exploring the New Application of Morphological Neural Networks
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    Chapter 12 An Improved Evolutionary Random Neural Networks Based on Particle Swarm Optimization and Input-to-Output Sensitivity
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    Chapter 13 Evolutionary Metaphor of Genetic Encoding for Self-organizable Robots
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    Chapter 14 Hybrid Coordinating Algorithm for Flying Robots
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    Chapter 15 A Method to Detecting Ventricular Tachycardia and Ventricular Fibrillation Based on Symbol Entropy and Wavelet Analysis
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    Chapter 16 Saliency-Guided Smoothing for 3D Point Clouds
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    Chapter 17 Color Two-Dimensional Principal Component Analysis for Face Recognition Based on Quaternion Model
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    Chapter 18 Image Recognition Using Local Features Based NNSC Model
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    Chapter 19 A Hashing Image Retrieval Method Based on Deep Learning and Local Feature Fusion
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    Chapter 20 Anomaly Detection by Analyzing the Pedestrian Behavior and the Dynamic Changes of Behavior
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    Chapter 21 Locality Preserving Projections with Adaptive Neighborhood Size
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    Chapter 22 Research on Feature Selection and Predicting ALS Disease Progression
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    Chapter 23 Automatic Tongue Image Segmentation for Traditional Chinese Medicine Using Deep Neural Network
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    Chapter 24 P2P Traffic Identification Method Based on Traffic Statistical Characteristics
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    Chapter 25 ChinFood1000: A Large Benchmark Dataset for Chinese Food Recognition
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    Chapter 26 Plant Species Recognition Based on Deep Convolutional Neural Networks
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    Chapter 27 Effective Iris Recognition for Distant Images Using Log-Gabor Wavelet Based Contourlet Transform Features
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    Chapter 28 Facial Expression Recognition Using Double-Stage Sample-Selected SVM
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    Chapter 29 MMW Image Restoration Using the Combination Method of Modified Fuzzy RBFNN and Sparse Representation
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    Chapter 30 A Novel Detection of Ventricular Tachycardia and Fibrillation Based on Degree Centrality of Complex Network
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    Chapter 31 Deep Convolutional Networks-Based Image Super-Resolution
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    Chapter 32 Traffic Road Sign Detection and Recognition in Natural Environment Using RGB Color Model
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    Chapter 33 Active Contour Integrating Patch-Level and Pixel-Level Features
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    Chapter 34 Study on Prior-Altitude-Locating-Algorithm for Video Target Based on UAV
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    Chapter 35 Data Reduction for Point Cloud Using Octree Coding
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    Chapter 36 Seat Belt Detection Using Convolutional Neural Network BN-AlexNet
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    Chapter 37 A Study on Lung Image Retrieval Based on the Vocabulary Tree
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    Chapter 38 A More Robust Active Contour Model with Group Similarity
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    Chapter 39 A New Infrared and Visible Image Fusion Algorithm in NSCT Domain
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    Chapter 40 Methods for Eliminating the Complex Background of Pedestrian Images
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    Chapter 41 Image Encryption Algorithms Based on Non-uniform Second-Order Reversible Cellular Automata with Balanced Rules
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    Chapter 42 Multimodal Usability of Human-Computer Interaction Based on Task-Human-Computer-Centered Design
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    Chapter 43 Double H.264 Compression Detection Scheme Based on Prediction Residual of Background Regions
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    Chapter 44 Research on Multi-UAV Loading Multi-type Sensors Cooperative Reconnaissance Task Planning Based on Genetic Algorithm
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    Chapter 45 Discriminative Motif Elicitation via Maximization of Statistical Overpresentation
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    Chapter 46 DSD-SVMs: Human Promoter Recognition Based on Multiple Deep Divergence Features
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    Chapter 47 MD-MSVMs: A Human Promoter Recognition Method Based on Single Nucleotide Statistics and Multilayer Decision
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    Chapter 48 A Novel Computational Method for MiRNA-Disease Association Prediction
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    Chapter 49 Petri Net Model and Its Optimization for the Problem of Robot Rescue Path Planning
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    Chapter 50 Aircraft Scheduling Considering Discrete Airborne Delay and Holding Pattern in the Near Terminal Area
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    Chapter 51 Minimization of Makespan Through Jointly Scheduling Strategy in Production System with Mould Maintenance Consideration
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    Chapter 52 Chaotic Optimization of Tethered Kites for Wind Energy Generator
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    Chapter 53 A Machine Vision Method for Automatic Circular Parts Detection Based on Optimization Algorithm
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    Chapter 54 Univariate Gaussian Model for Multimodal Inseparable Problems
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    Chapter 55 Whale Swarm Algorithm for Function Optimization
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    Chapter 56 The Container Truck Route Optimization Problem by the Hybrid PSO-ACO Algorithm
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    Chapter 57 A New Adaptive Firefly Algorithm for Solving Optimization Problems
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    Chapter 58 A Hybrid Algorithm of Adaptive Particle Swarm Optimization Based on Adaptive Moment Estimation Method
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    Chapter 59 An Improved Multi-swarm Particle Swarm Optimization Based on Knowledge Billboard and Periodic Search Mechanism
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    Chapter 60 Quantile Kurtosis in ICA and Integrated Feature Extraction for Classification
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    Chapter 61 Similarity Matrix Construction Methods in Sparse Subspace Clustering Algorithm for Hyperspectral Imagery Clustering
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    Chapter 62 A Fast Optimization Algorithm for K-Coverage Problem
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    Chapter 63 Human Carrying Baggage Classification Using Transfer Learning on CNN with Direction Attribute
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    Chapter 64 Fully Combined Convolutional Network with Soft Cost Function for Traffic Scene Parsing
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    Chapter 65 Pedestrian Detection Based on Fast R-CNN and Batch Normalization
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    Chapter 66 Dynamic Analysis and Simulation for Two Different Chaos-Like Stochastic Neural Firing Patterns Observed in Real Biological System
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    Chapter 67 Smooth Multi-instance Learning for Object Detection
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    Chapter 68 A Novel Method for Generating Benchmark Functions Using Recurrent Neural Network
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    Chapter 69 Optimization of Neural Tree Based on Good Point Set
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    Chapter 70 A Three-Step Deep Neural Network Methodology for Exchange Rate Forecasting
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    Chapter 71 Android Malware Clustering Analysis on Network-Level Behavior
Overall attention for this book and its chapters
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Citations

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Title
Intelligent Computing Theories and Application
Published by
Springer, Cham, January 2017
DOI 10.1007/978-3-319-63309-1
ISBNs
978-3-31-963308-4, 978-3-31-963309-1
Editors

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

X Demographics

X Demographics

The data shown below were collected from the profile of 1 X user who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 20 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 20 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 3 15%
Student > Postgraduate 3 15%
Student > Master 3 15%
Professor 1 5%
Student > Bachelor 1 5%
Other 0 0%
Unknown 9 45%
Readers by discipline Count As %
Computer Science 6 30%
Engineering 3 15%
Energy 1 5%
Mathematics 1 5%
Unknown 9 45%