Edge Analytics

Table of Contents

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   Book Overview
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   Chapter 1 An IoT-Based Intelligent Irrigation Management System
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   Chapter 2 Discerning Android Malwares Using Extreme Learning Machine
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   Chapter 3 Crime Analysis Using Artificial Intelligence
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   Chapter 4 A Novel Architecture for Binary Code to Gray Code Converter Using Quantum Cellular Automata
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   Chapter 5 Algorithmic Analysis on Spider Monkey Local Leader-based Sea Lion Optimization for Inventory Management Integrated with Block Chain in Cloud
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   Chapter 6 Energy-Efficient Wireless Communications Using EEA and EEAS with Energy Harvesting Schemes
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   Chapter 7 Optimizing View Synthesis Approach for TerraSAR-X Image Registration Using Decision Maker Framework
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   Chapter 8 Partitioning Attacks Against RPL in the Internet of Things Environment
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    Chapter 9 Medical Sign Shaped Compact Wideband 2 × 2 MIMO Antenna for 5G Application
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    Chapter 10 Uniform Channel Decomposition-Based Hybrid Precoding Using Deep Learning
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    Chapter 12 An Effective Scheme to Mitigate Blackhole Attack in Mobile Ad Hoc Networks
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    Chapter 13 HeuristiX: Adaptive Event Processing Using Lightweight Machine Learning Approaches on Edge Devices
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    Chapter 14 A Hybrid Clustering Approach for Faster Propagation of Emergency Messages in VANET
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    Chapter 15 Machine Learning and IoT-Based Messaging Device for Blind, Deaf, and Dumb People
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    Chapter 16 6G Communication: A Vision on the Potential Applications
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    Chapter 17 Analysis and Comparison Between Reversible DS GATE and Irreversible NXOR Logic Circuit
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    Chapter 18 Deep Neural Models for Early Diagnosis of Knee Osteoarthritis and Severity Grade Prediction
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    Chapter 19 The GNS1 Algorithm for Graph Isomorphism
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    Chapter 20 Deep Learning-Based Pothole Detection for Intelligent Transportation Systems
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    Chapter 21 Disaster Management Using Artificial Intelligence
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    Chapter 22 Classification of Tea Leaf Diseases Using Convolutional Neural Network
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    Chapter 23 Epileptic Seizure Classification Using Spiking Neural Network from EEG Signals
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    Chapter 24 Policing Android Malware Using Object-Oriented Metrics and Machine Learning Techniques
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    Chapter 25 Vascular Clog Loss Classification: An Advanced Alzheimer's Research Using ConvNets
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    Chapter 26 Challenges and Risks Associated with Public Key Infrastructure
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    Chapter 27 Mathematical Information Retrieval Using Formula2Vec Approach
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    Chapter 28 Analysis of Cryptocurrency Mining in Gaming Consoles
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    Chapter 29 Component Species Prediction of Birds with Song Spectrum Features Using Machine Learning
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    Chapter 30 P2P Traffic Identification Using Machine Learning and Feature Selection Techniques
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    Chapter 31 Spotted Hyena Optimization (SHO) Algorithm-Based Novel Control Approach for Buck DC–DC Converter-Fed PMBLDC Motor
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    Chapter 32 Imbalanced Data Classification Using Hybrid Under-Sampling with Cost-Sensitive Learning Method
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    Chapter 33 Analyzing the Errors in Channel Sensing and Negotiation in Cognitive Radio H-CRAN
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    Chapter 34 A New Fairness Model Based on User’s Objective for Multi-user Multi-processor Online Scheduling Problem
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    Chapter 35 Att-PyNet: An Attention Pyramidal Feature Network for Hand Gesture Recognition
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    Chapter 36 Electroencephalogram-based Cognitive Load Classification During Mental Arithmetic Task
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    Chapter 37 Sniffing Android Malware Using Deep Learning
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    Chapter 38 Vertical Fusion: A Distributed Learning Approach for Vertically Partitioned Data
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    Chapter 39 FedPeer: A Peer-to-Peer Learning Framework Using Federated Learning
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    Chapter 40 Weighted Road Network Distance-Based Data Caching Policy for Spatio-Temporal Data in Mobile Environment
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    Chapter 41 An Experimental Analysis for Credit Card Fraud Detection with Imbalanced and Machine Learning Techniques
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    Chapter 42 Outlier Detection Techniques: A Comparative Study
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    Chapter 43 Energy-aware Application Scheduling on DVFS-Enabled Edge Computing with Mobile–Edge–Cloud Cooperation
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    Chapter 44 Prediction of Heart Disease using LDL in Edge Computing Systems
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    Chapter 45 Edge Computing as an Architectural Solution: An Umbrella Review
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    Chapter 46 Content-Based Recommender System for Similar Products in E-Commerce
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    Chapter 47 Extractive Summarization of Indian Legal Documents
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    Chapter 48 Privacy Enhanced Registered Devices for Fine-Grained Access Control
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    Chapter 49 Stratification of the Lesions in Color Fundus Images of Diabetic Retinopathy Patients Using Deep Learning Models and Machine Learning Classifiers
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    Chapter 50 BER Analysis of Massive MIMO in Heterogeneous Cellular Network
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    Chapter 51 ALO-SBD: A Hybrid Shot Boundary Detection Technique for Video Surveillance System
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    Chapter 52 Fair Trading of Crops in a Trusted and Transparent Manner using Smart Contracts
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    Chapter 53 Stochastic Based Part of Speech Tagging in Mizo Language: Unigram and Bigram Hidden Markov Model
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    Chapter 54 An Approach to Analyze Rumor Spreading in Social Networks