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Artificial Intelligence in China

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Cover of 'Artificial Intelligence in China'

Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 Global Descriptors of Convolution Neural Networks for Remote Scene Images Classification
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    Chapter 2 Plant Diseases Identification Based on Binarized Neural Network
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    Chapter 3 Hand Detection Based on Multi-scale Fully Convolutional Networks
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    Chapter 4 Research on UAV Cluster’s Operation Strategy Based on Reinforcement Learning Approach
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    Chapter 5 Analysis and Experimental Research on Data Characteristics of BDS Positioning Error
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    Chapter 6 Design of Elderly Fall Detection Based on XGBoost
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    Chapter 7 Segmentation of Aerial Image with Multi-scale Feature and Attention Model
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    Chapter 8 Recurrent Neural Detection of Time–Frequency Overlapped Interference Signals
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    Chapter 9 Risk Analysis of Lateral Collision of Military and Civil Aviation Aircraft Based on Event Model
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    Chapter 10 Imbalanced Data Classification with Deep Support Vector Machines
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    Chapter 11 An Incident Identification Method Based on Improved RCNN
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    Chapter 12 Latency Estimation of Big Data Processing Under the MapReduce Framework with Coupling Effects
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    Chapter 13 Zone-Based Resource Allocation Strategy for Heterogeneous Spark Clusters
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    Chapter 14 Battle Prediction System in StarCraft Combined with Topographic Considerations
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    Chapter 15 Task Scheduling Strategy for Heterogeneous Spark Clusters
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    Chapter 16 Research on Multi-priority Task Scheduling Algorithms for Mobile Edge Computing
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    Chapter 17 Microblog Rumor Detection Based on Comment Sentiment and CNN-LSTM
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    Chapter 18 A Guideline for Object Detection Using Convolutional Neural Networks
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    Chapter 19 Research on Prediction Model of Gas Emission Based on Lasso Penalty Regression Algorithm
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    Chapter 20 Water Meter Reading Area Detection Based on Convolutional Neural Network
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    Chapter 21 A Dependency-Extended Method of Multi-pattern Matching for RDF Graph
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    Chapter 22 Machine Learning for RF Fingerprinting Extraction and Identification of Soft-Defined Radio Devices
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    Chapter 23 Analysis on Suppression of Echo Signal of Target Body and Translation in Micro-Doppler Signal Processing
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    Chapter 24 Weighted Least Square Support Vector Regression Method with GGP-Based Sequential Sampling
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    Chapter 25 Data Stream Adaptive Partitioning of Sliding Window Based on Gaussian Restricted Boltzmann Machine
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    Chapter 26 Intrusion Detection Based on Convolutional Neural Network in Complex Network Environment
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    Chapter 27 Application of Neural Network in Performance Evaluation of Satellite Communication System: Review and Prospect
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    Chapter 28 Construction of Marine Target Detection Dataset for Intelligent Radar Application
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    Chapter 29 Pedestrian Retrieval Using Valuable Absence Augmentation
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    Chapter 30 An End-to-End Neural Network Model for Blood Pressure Estimation Using PPG Signal
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    Chapter 31 Concept Drift Detection Based on Kolmogorov–Smirnov Test
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    Chapter 32 Millimeter-Wave Beamforming of UAV Communications for Small Cell Coverage
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    Chapter 33 The Feasibility Analysis of the Application of Ensemble Learning to Operational Assistant Decision-Making
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    Chapter 34 A Review of Artificial Intelligence for Games
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    Chapter 35 Intelligent Exhaust System of Cross-Linked Workshop
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    Chapter 36 Combined with DCT, SPIHT and ResNet to Identify Ancient Building Cracks from Aerial Remote Sensing Images
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    Chapter 37 Design and Construction of Intelligent Voice Control System
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    Chapter 38 Estimation of Sea Clutter Distribution Parameters Using Deep Neural Network
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    Chapter 39 Maritime Target Trajectory Prediction Model Based on the RNN Network
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    Chapter 40 Industrial Ventilator Monitoring System Based on Android
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    Chapter 41 An Overview of Blockchain-Based Swarm Robotics System
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    Chapter 42 A Transmission Method for Intra-flight Ad Hoc Networks Based on Business Classification
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    Chapter 43 3D Statistical Resolution Limit of Two Close Spaced Targets for Active Array in the GLRT Context
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    Chapter 44 A Scene Semantic Recognition Method of Remote Sensing Images Based on CSIFT and PLSA
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    Chapter 45 Applications of Brain-Inspired Intelligence in Intelligentization of Command and Control System
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    Chapter 46 The Integrative Technology of Testability Design and Fault Diagnosis for Complex Electronic Information System
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    Chapter 47 Chinese Named Entity Recognition with Changed BiLSTM and CRF
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    Chapter 48 Key Problems and Solutions of the Application of Artificial Intelligence Technology
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    Chapter 49 Recent Advances for Smart Air Traffic Management: An Overview
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    Chapter 50 Application of GRIB Data for 4D Trajectory Prediction
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    Chapter 51 Weibo Rumor Detection Method Based on User and Content Relationship
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    Chapter 52 Improved HyperD Routing Query Algorithm Under Different Strategies
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    Chapter 53 Computer-Aided Diagnosis of Mild Cognitive Impairment Based on SVM
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    Chapter 54 Details for Person Re-identification Baseline
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    Chapter 55 An Ontology for Decision-Making Support in Air Traffic Management
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    Chapter 56 Flight Conflict Detection and Resolution Based on Digital Grid
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    Chapter 57 Abnormality Diagnosis of Musculoskeletal Radiographs Combined with Shallow Texture Features
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    Chapter 58 An ATM Knowledge Graph-Based Method of Dynamic Information Fusion and Correlation Analysis
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    Chapter 59 Research of Lung Cancer-Assisted Diagnosis Algorithm Based on Multi-scale Convolution Kernel Network
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    Chapter 60 Design for Interference Suppression Intelligent Controller Based on Minimax Theory
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    Chapter 61 Research on System Architecture Based on Deep Learning Convolutional Neural Network
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    Chapter 62 Research on the Development and Application of Unmanned Aerial Vehicles
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    Chapter 63 Recent Development of Commercial Satellite Communications Systems
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    Chapter 64 Feature-Aware Adaptive Denoiser-Selection for Compressed Image Reconstruction
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    Chapter 65 AI-Assisted Complex Wireless Network Evaluation Using Dynamic Ranking Scheme
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    Chapter 66 Re-sculpturing Semantic Web of Things as a Strategy for Internet of Things’ Intrinsic Contradiction
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    Chapter 67 The Precise Location Method for Initial Target Based on Fused Information
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    Chapter 68 CMnet: A Compact Model for License Plate Detection
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    Chapter 69 Parallelization of Preprocessing for Automatic Detection of Pulmonary Nodules in 3D CT Images
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    Chapter 70 Predicting the Trajectory Tracking Control of Unmanned Surface Vehicle Based on Deep Learning
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    Chapter 71 Coordinated Learning for Lane Changing Based on Coordination Graph and Reinforcement Learning
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    Chapter 72 Pretreatment Method of Deep Learning Method for Target Detection in Sea Clutter
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    Chapter 73 A Novel Endmember Extraction Method Based on Manifold Dimensionality Reduction
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    Chapter 74 Research on Chinese Short Text Clustering Ensemble via Convolutional Neural Networks
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    Chapter 75 A Survey of Moving Objects kNN Query in Road Network Environment
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    Chapter 76 The Importance of Researching and Developing the Semantic Web of Things
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    Chapter 77 Facial Expression Recognition Based on Strengthened Deep Belief Network with Eye Movements Information
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    Chapter 78 Real Image Reproduction Algorithm Based on Sigmoid-iCAM Color Model
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    Chapter 79 Game Traffic Classification Based on DNS Domain Name Resolution
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Title
Artificial Intelligence in China
Published by
Springer Singapore, January 2020
DOI 10.1007/978-981-15-0187-6
ISBNs
978-9-81-150186-9, 978-9-81-150187-6
Editors

Qilian Liang, Wei Wang, Jiasong Mu, Xin Liu, Zhenyu Na, Bingcai Chen

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