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Big Data and Security

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Cover of 'Big Data and Security'

Table of Contents

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    Book Overview
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    Chapter 1 Data-Driven Energy Efficiency Evaluation and Energy Anomaly Detection of Multi-type Enterprises Based on Energy Consumption Big Data Mining
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    Chapter 2 Research on Data-Driven AGC Instruction Execution Effect Recognition Method
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    Chapter 3 Research on Day-Ahead Scheduling Strategy of the Power System Includes Wind Power Plants and Photovoltaic Power Stations Based on Big Data Clustering and Filling
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    Chapter 4 Day-Ahead Scenario Generation Method for Renewable Energy Based on Historical Data Analysis
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    Chapter 5 A High-Frequency Stock Price Prediction Method Based on Mode Decomposition and Deep Learning
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    Chapter 6 A Cross-Platform Instant Messaging User Association Method Based on Supervised Learning
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    Chapter 7 Research on Data Watermark Tracing System in Hadoop Environment
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    Chapter 8 Application of RFID Tag in the Localization of Power Cable Based on Big Data
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    Chapter 9 Research Hotspots and Evolution Trend of Virtual Power Plant in China: An Empirical Analysis Based on Big Data
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    Chapter 10 Influencing Factors Analysis and Prediction Model of Pavement Transverse Crack Based on Big Data
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    Chapter 11 Research on the Evolution of New Energy Industry Financing Ecosystem Under the Background of Big Data
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    Chapter 12 A Survey of the State-of-the-Art and Some Extensions of Recommender System Based on Big Data
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    Chapter 13 An Innovative AdaBoost Process Using Flexible Soft Labels on Imbalanced Big Data
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    Chapter 14 Feature Fusion Based IPSO-LSSVM Fault Diagnosis of On-Load Tap Changers
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    Chapter 15 Graphlet-Based Measure to Assess Institutional Research Teams
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    Chapter 16 Logical Relationship Extraction of Multimodal South China Sea Big Data Using BERT and Knowledge Graph
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    Chapter 17 Research on Application of Knowledge Graph in War Archive Based on Big Data
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    Chapter 18 Semi-supervised Learning Enabled Fault Analysis Method for Power Distribution Network Based on LSTM Autoencoder and Attention Mechanism
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    Chapter 19 Fault Detection Method for Power Distribution Network Based on Ensemble Learning
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    Chapter 20 Factors Influencing Chinese Users’ Willingness to Pay for O2O Knowledge Products Based on Information Adoption Model
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    Chapter 21 A Survey of Integrating Federated Learning with Smart Grids: Application Prospect, Privacy Preserving and Challenges Analysis
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    Chapter 22 Application of the Fusion Access Technology of Carrier and 5G in Power Communication
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    Chapter 23 Muscle Fatigue Classification Based on GA Optimization of BP Neural Network
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    Chapter 24 Research on Typical Scenario Generation Based on Distribution Network Data Mining and Improved Policy Clustering
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    Chapter 25 A Data-Driven and Deep Learning-Based Economic Evaluation Method for New Power System Distribution Grid
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    Chapter 26 Study on Random Generation of Virtual Avatars Based on Big Data
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    Chapter 27 Ordering, Pricing, and Coordination of a Closed-Loop Supply Chain with Risk Preference
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    Chapter 28 An Explainable Optimization Method for Assembly Process Parameter
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    Chapter 29 A Correlational Strategy for the Prediction of High-Dimensional Stock Data by Neural Networks and Technical Indicators
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    Chapter 30 Research on Attribute-Based Privacy-Preserving Computing Technologies
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    Chapter 31 Research on BIM Modeling Technology from the Perspective of Power Big Data Security
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    Chapter 32 Security Risk Management of the Internet of Things Based on 5G Technology
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    Chapter 33 Multi Slice SLA Collaboration and Optimization of Power 5G Big Data Security Business
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    Chapter 34 Virtualized Network Functions Placement Scheme in Cloud Network Collaborative Operation Platform
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    Chapter 35 Grounded Theory-Driven Knowledge Production Features Mining: One Empirical Study Based on Big Data Technology
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    Chapter 36 Research on Digital Twin Technology of Main Equipment for Power Transmission and Transformation Based on Big Data
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    Chapter 37 Efficient Spatiotemporal B ig D ata I ndexing A lgorithm with L oss Control
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    Chapter 38 Privacy Measurement Based on Social Network Properties and Structure
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    Chapter 39 Research on 5G-Based Zero Trust Network Security Platform
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    Chapter 40 A Mobile Data Leakage Prevention System Based on Encryption Algorithms
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    Chapter 41 Research on Data Security Access Control Mechanism in Cloud Computing Environment
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    Chapter 42 Research on Data Security Storage System Based on Distributed Database
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    Chapter 43 Design of an Active Data Watermark Detection System
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    Chapter 44 Research on Privacy Protection Methods for Data Mining
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    Chapter 45 A Cluster-Based Facial Image Anonymization Method Using Variational Autoencoder
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    Chapter 46 Research on the Security Diagnosis Platform for Partial Discharge of 10 kV Cables in Urban Distribution Networks
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    Chapter 47 Research on the Electromagnetic Sensor-Based Partial Discharge Security Monitoring System of Distribution Network
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    Chapter 48 Design of Ultrasonic-Based Remote Distribution Network Online Security Monitoring Device
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    Chapter 49 An Intelligent IoT Terminal Detection System Based on Data Sniffing
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    Chapter 50 Intelligent IoT Terminal Software Identification System Based on Behavior Features
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    Chapter 51 Research on the Identification Model of Power Terminal
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    Chapter 52 Research on Firmware Vulnerability Mining Model of Power Internet of Things
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    Chapter 53 How Can Social Workers Participate in Big Data Governance? The Third-Party Perspective on Big Data Governance
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    Chapter 54 Power Network Scheduling Strategy Based on Federated Learning Algorithm in Edge Computing Environment
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Title
Big Data and Security
Published by
Springer Nature Singapore, July 2023
DOI 10.1007/978-981-99-3300-6
ISBNs
978-9-81-993299-3, 978-9-81-993300-6
Editors

Tian, Yuan, Ma, Tinghuai, Jiang, Qingshan, Liu, Qi, Khan, Muhammad Khurram

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