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Intelligent Computing Theories and Application

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Table of Contents

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    Book Overview
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    Chapter 1 Entry Deterrence Game Under Ambiguity
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    Chapter 2 Identification of Cell Types from Single-Cell Transcriptomes Using a Novel Clustering Framework
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    Chapter 3 Two-Stage Learning Brain Storm Optimizer
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    Chapter 4 A Modified Bacterial Foraging Optimizer with Adaptive Chemotactic Step in Dynamic Search Region
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    Chapter 5 Novel Mutation Operators of a Variable-Length Representation for EC-Based Feature Selection in High-Dimensional Data
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    Chapter 6 Phasor Symbiotic Organisms Search Algorithm for Global Optimization
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    Chapter 7 Essential Proteins Identification Based on Integrated Network
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    Chapter 8 Time Sequence Features Extraction Algorithm of Lying Speech Based on Sparse CNN and LSTM
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    Chapter 9 An Improved Conditional Generative Adversarial Network for Microarray Data
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    Chapter 10 A Cognitive Model of Morphological Neural Network
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    Chapter 11 SharedNet: A Novel Efficient Convolutional Architecture Based on Group Sharing Convolution
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    Chapter 12 Paying Deep Attention to Both Neighbors and Multiple Tasks
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    Chapter 13 Image Classification Based on Deep Belief Network and YELM
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    Chapter 14 Double Channel Neural Non Invasive Blood Pressure Prediction
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    Chapter 15 Unsupervised Multi-omic Data Fusion: The Neural Graph Learning Network
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    Chapter 16 Random Occlusion Recovery with Noise Channel for Person Re-identification
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    Chapter 17 Detection of Abnormal Behavior Based on the Scene of Anti-photographing
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    Chapter 18 Emergency Siren Recognition in Urban Scenarios: Synthetic Dataset and Deep Learning Models
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    Chapter 19 Cucumber Disease Recognition Based on Depthwise Separable Convolution
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    Chapter 20 Noise Robust Illumination Invariant Face Recognition via Contourlet Transform in Logarithm Domain
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    Chapter 21 License Plate Detection and Recognition Technology for Complex Real Scenarios
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    Chapter 22 Shallow Neural Network for Biometrics from the ECG-WATCH
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    Chapter 23 Component Tree Computation of 2D Images
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    Chapter 24 An Efficient Method for Computation of Entropy and Joint Entropy of Images
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    Chapter 25 A Hybrid Convolutional Neural Network for Complex Leaves Identification
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    Chapter 26 Low Contrast Chinese Rubbing Image Segmentation Based on Gradient Filtering
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    Chapter 27 Industrial Smoke Image Segmentation Based on a New Algorithm of Cross-Entropy Model
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    Chapter 28 Efficient Segmentation Using Gamma Correction with Complement Image of Chinese Rubbing Image
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    Chapter 29 State Spatial Selectivity and Its Impacts on Urban Sprawl: Insights from Remote Sensing Images of Zhuhai
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    Chapter 30 A Tversky Loss-Based Convolutional Neural Network for Liver Vessels Segmentation
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    Chapter 31 A Classification Algorithm for Real Collar Images
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    Chapter 32 Accurate and Efficient Traffic Sign Detection with a Guided Region Enlarging Algorithm
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    Chapter 33 Plant Leaf Recognition Network Based on Feature Learning and Metric Learning
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    Chapter 34 Position Attention-Guided Learning for Infrared-Visible Person Re-identification
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    Chapter 35 A Novel Approach Based on Region Growing Algorithm for Liver and Spleen Segmentation from CT Scans
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    Chapter 36 A Novel Approach of Steganalysis to Deal with Steganographic Algorithm Mismatch
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    Chapter 37 Research on User Information Security in the Context of New Media
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    Chapter 38 Research on Software Community Division Method Based on Inter-node Dependency
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    Chapter 39 Blockchain-Based Group Key Management Scheme in IoT
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    Chapter 40 Research on Ideological and Political Education of College Students Based on Network Information Security
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    Chapter 41 A Novel Plastic Neural Model with Dendritic Computation for Classification Problems
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    Chapter 42 Improving Approximate Logic Neuron Model by Means of a Novel Learning Algorithm
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    Chapter 43 Detection of COVID-19 by GoogLeNet-COD
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    Chapter 44 A Big Data Driven Model for Screening Electricity Customers
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    Chapter 45 The Evaluation Model Research of Power Supply Service Under the Background of “Running Once at Most”
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    Chapter 46 Customer Characteristics Analysis Module for Operation Platform
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    Chapter 47 Reconstruction and Re-ranking: A Simple and Effective Approach for Question Answering
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    Chapter 48 Research on Offline State Management Technology of Metered Assets Based on Internet of Things
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    Chapter 49 Assessment and Application Research on the Carrying Capacity of Township Power Supply Station Based on Big Data Analysis
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    Chapter 50 Research on the Optimization of Mobile Work Terminal Positioning Function Based on LBS
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    Chapter 51 Study on Line Loss Prediction of Low-Voltage Platform Area Based on Internet of Things
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    Chapter 52 Research on Unstructured Electronic Archives Query Based on Visual Retrieval Technology
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    Chapter 53 Gingivitis Detection by Fractional Fourier Entropy and Standard Genetic Algorithm
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    Chapter 54 Logical Analysis and Enlightenment of Credit Management System Design in Electricity Market
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Title
Intelligent Computing Theories and Application
Published by
Springer International Publishing, December 2020
DOI 10.1007/978-3-030-60799-9
ISBNs
978-3-03-060798-2, 978-3-03-060799-9
Editors

Huang, De-Shuang, Bevilacqua, Vitoantonio, Hussain, Abir