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Cyberspace Data and Intelligence, and Cyber-Living, Syndrome, and Health

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Cover of 'Cyberspace Data and Intelligence, and Cyber-Living, Syndrome, and Health'

Table of Contents

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    Book Overview
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    Chapter 1 Automatic Analysis and Reasoning Based on Vulnerability Knowledge Graph
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    Chapter 2 Application of Principal Component Analysis for Assessment the Behavior of Knowledge Management
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    Chapter 3 Information Extraction and Similarity Computation for Semi-/Un-Structured Sentences from the Cyberdata
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    Chapter 4 An Approach for Semantic Web Discovery Using Unsupervised Learning Algorithms
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    Chapter 5 Direction-Aware Top- k Dominating Query
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    Chapter 6 A Personalized Collaborative Filtering Recommendation System of Network Document Resource Based on Knowledge Graph
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    Chapter 7 Short Text Representation Model Construction Method Based on Novel Semantic Aggregation Technology
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    Chapter 8 FLSTM: Feature Pattern-Based LSTM for Imbalanced Big Data Analysis
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    Chapter 9 A Construction Method of Author Influence Map Based on Data Field Theory and Entropy Weight Method
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    Chapter 10 Online Public Opinion Deduction Based on an Innovative Cellular Automata
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    Chapter 11 Discretionary Access Control Method to Protect Blockchain Privacy
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    Chapter 12 Secure Healthcare Data Aggregation Scheme for Internet of Things
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    Chapter 13 A Multi-location Defence Scheme Against SSDP Reflection Attacks in the Internet of Things
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    Chapter 14 Remote Data Authentication Scheme Based Balance Binary Sort Merkle Hash Tree
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    Chapter 15 An Efficient Hybrid Encryption Scheme for Large Genomic Data Files
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    Chapter 16 Sentiment Analysis of Text Classification Algorithms Using Confusion Matrix
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    Chapter 17 On the Constructions of Bigraphical Categories
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    Chapter 18 A Distributed Data Collection System for Traffic Images
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    Chapter 19 Robot Path Planning in Dynamic Environments Based on Deep Reinforcement Learning
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    Chapter 20 A Way to Understand the Features of Deep Neural Networks by Network Inversion
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    Chapter 21 Detection of Weak Defects in Weld Joints Based on Poisson Fusion and Deep Learning
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    Chapter 22 CARNet: Densely Connected Capsules with Capsule-Wise Attention Routing
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    Chapter 23 A Malware Identification and Detection Method Using Mixture Correntropy-Based Deep Neural Network
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    Chapter 24 An Improved Algorithm for Recruitment Text Categorization
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    Chapter 25 Seizure Prediction Using Bidirectional LSTM
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    Chapter 26 Hybrid Machine Learning Models of Classifying Residential Requests for Smart Dispatching
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    Chapter 27 Data Driven Faster R-CNN for Transmission Line Object Detection
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    Chapter 28 A Deep Learning-Based Hybrid Data Fusion Method for Object Recognition
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    Chapter 29 Feature Fusion Detection Network for Multi-scale Object Detection
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    Chapter 30 Post Profiles Research Based on Electric Power Major
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    Chapter 31 Safety Analysis of Communication-Based Train Control System by STPA and Colored Petri Net
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    Chapter 32 Location and Fusion Algorithm of High-Rise Building Rescue Drill Scene Based on Binocular Vision
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    Chapter 33 Wear Debris Classification and Quantity and Size Calculation Using Convolutional Neural Network
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    Chapter 34 ArcGIS Services Recommendation Based on Semantic and Heuristic Optimization Algorithm
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    Chapter 35 Designing Public Digital Cultural Service Interactive System Based on Reality–Based Interaction Principles
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    Chapter 36 Modeling and Verification of Resource-Oriented Internet of Things Services with Context Constraints
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    Chapter 37 Sc-Ge: Multi-Factor Personalized Point-of-Interest Recommendation Model
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    Chapter 38 RFT: An Industrial Data Classification Method Based on Random Forest
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    Chapter 39 A New Non-smart Water Meter Digital Region Localization and Digital Character Segmentation Method
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    Chapter 40 Fault Prediction for Software System in Industrial Internet: A Deep Learning Algorithm via Effective Dimension Reduction
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    Chapter 41 An Improved NSGA-II Algorithm and Its Application
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Title
Cyberspace Data and Intelligence, and Cyber-Living, Syndrome, and Health
Published by
Springer Singapore, February 2020
DOI 10.1007/978-981-15-1922-2
ISBNs
978-9-81-151921-5, 978-9-81-151922-2
Editors

Ning, Huansheng

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