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Big Data Intelligence and Computing

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Cover of 'Big Data Intelligence and Computing'

Table of Contents

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    Book Overview
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    Chapter 1 Tiansuan Constellation
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    Chapter 2 Adopting a Deep Learning Split-Protocol Based Predictive Maintenance Management System for Industrial Manufacturing Operations
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    Chapter 3 A Digital Twin for Bus Operation in Public Urban Transportation Systems
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    Chapter 4 Predicting Residential Property Valuation in Major Towns and Cities on Mainland Fiji
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    Chapter 5 Designing an AI-Driven Talent Intelligence Solution: Exploring Big Data to Extend the TOE Framework
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    Chapter 6 Development of Bilingual Chatbot for University Related FAQs Using Natural Language Processing and Deep Learning
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    Chapter 7 Machine Learning Algorithms Performance Investigation in Fake News Detection
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    Chapter 8 Robust Graph Embedding Recommendation Against Data Poisoning Attack
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    Chapter 9 A Se cure Sharing Framework Based on Cloud-Chain Fusion for SWIM
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    Chapter 10 Privacy-Protective Distributed Machine Learning Between Rich Devices and Edge Servers Using Confidence Level
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    Chapter 11 A Novel Approach of Securing Medical Cyber Physical Systems (MCPS) from DDoS Attacks
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    Chapter 12 LTCS: Lightweight Tree-Chain Scheme for ADS-B Data Authentication
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    Chapter 13 Electronic and Remote Voting Systems: Solutions to Existing Problems – An Experimental Approach to Secure Voting Platforms on Endpoints
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    Chapter 14 Research on the Mechanism of Cooperative Defense Against DDoS Attacks Based on Game Theory
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    Chapter 15 Detection of Malicious Node in VANETs Using Digital Twin
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    Chapter 16 The Storage and Sharing of Big Data in Air Traffic Management System
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    Chapter 17 Automated Recognition and Classification of Cat Pain Through Deep Learning
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    Chapter 18 Perceiving Airline Passenger Booking Lifecycle with the Utilization of Data Warehouse
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    Chapter 19 Utilizing an Airline Data Warehouse for Website Data Analytics: A Conceptual Design
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    Chapter 20 Multi-platform Performance Analysis for CRUD Operations in Relational Databases from Java Programs Using Hibernate
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    Chapter 21 Enhancing Data Warehouse Efficiency by Optimizing ETL Processing in Near Real Time Data Integration Environment
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    Chapter 22 Big Data Visualization Tools, Challenges and Web Search Popularity - An Update till Today
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    Chapter 23 The Australian Digital Observatory: Social Media Collection, Discovery and Analytics at Scale
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    Chapter 24 A Web Application-Based Infant Health Monitoring System for Parents & Medical Professionals
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    Chapter 25 Impact of Business Analytics and Decision Support Systems on E-commerce in SMEs
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    Chapter 26 Task Offloading and Resource Allocation in Satellite Terrestrial Networks: A Deep Deterministic Policy Gradient Approach
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    Chapter 27 Attendance Monitoring and Management Using Facial Recognition
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    Chapter 28 Reinforcement Learning-Based Task Scheduling Algorithm for On-Satellite Data Analysis
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    Chapter 29 Optimizing Data Stream Throughput for Real-Time Applications
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    Chapter 30 MagicBatch: An Energy-Aware Scheduling Framework for DNN Inference on Heterogeneous Edge Servers in Space-Air-Ground Computation
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    Chapter 31 Understanding Syntax Errors in C Sharp Using Game-Based Techniques at Tertiary Level
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    Chapter 32 What Makes AI Addictive? The Role of Discounting, Risk Aversion and Self-regulation
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    Chapter 33 Two High-Performance Antenna Selection Schemes for Secure SSK Modulation in Intelligent Industrial Wireless Sensing Systems
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    Chapter 34 Multi-user Service Placement in LEO Satellite Constellations
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    Chapter 35 Cooperative Computation Offloading in Multi-tier Satellite Terrestrial Network
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    Chapter 36 SPath: An Energy-Efficient DAG Task Offloading Scheme with Space-Ground Cooperative Computing
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    Chapter 37 Improving Performance of Docker Instance via Image Reconstruction
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    Chapter 38 Edge Cloud Selection Strategy for Micro-service Chain Migration in Mobile Edge Computing
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    Chapter 39 Service Migration in Mobile Edge Computing Based on 5G Network User Plane
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    Chapter 40 An Overview of the Internet of Things (IoT) Applications in the Health Sector in Saudi Arabi
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Title
Big Data Intelligence and Computing
Published by
Springer Nature Singapore, June 2023
DOI 10.1007/978-981-99-2233-8
ISBNs
978-9-81-992232-1, 978-9-81-992233-8
Editors

Hsu, Ching-Hsien, Xu, Mengwei, Cao, Hung, Baghban, Hojjat, Shawkat Ali, A. B. M.

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