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Evolutionary Computing and Mobile Sustainable Networks

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Cover of 'Evolutionary Computing and Mobile Sustainable Networks'

Table of Contents

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    Book Overview
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    Chapter 1 Improved Grey Wolf Optimization-Based Feature Selection and Classification Using CNN for Diabetic Retinopathy Detection
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    Chapter 2 Feature Selection Using Modified Sine Cosine Algorithm with COVID-19 Dataset
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    Chapter 3 Blood Cell Image Denoising Based on Tunicate Rat Swarm Optimization with Median Filter
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    Chapter 4 EVGAN: Optimization of Generative Adversarial Networks Using Wasserstein Distance and Neuroevolution
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    Chapter 5 A Hybrid Approach for Deep Noise Suppression Using Deep Neural Networks
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    Chapter 6 A New Hybrid Approach of NaFA and PSO for a Spherical Interacting System
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    Chapter 7 BitMedi: An Application to Store Medical Records Efficiently and Securely
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    Chapter 8 Analysis of Deep Learning Techniques for Handwritten Digit Recognition
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    Chapter 9 Social Media Sentiment Analysis Using the LSTM Model
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    Chapter 10 Developing an Autonomous Framework for Effective Detection of Intrusions
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    Chapter 11 Human Health Care Systems Analysis for Cloud Data Structure of Biometric System Using ECG Analysis
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    Chapter 12 Sepsis Prognosis: A Machine Learning Model to Foresee and Classify Sepsis
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    Chapter 13 Feature Engineering of Remote Sensing Satellite Imagery Using Principal Component Analysis for Efficient Crop Yield Prediction
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    Chapter 14 Packet Filtering Mechanism to Defend Against DDoS Attack in Blockchain Network
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    Chapter 15 Data Mining for Solving Medical Diagnostics Problems
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    Chapter 16 Deep Neural Networks-Based Recognition of Betel Plant Diseases by Leaf Image Classification
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    Chapter 17 Effective Integratıon of Distributed Generation System in Smart Grid
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    Chapter 18 Application of Perceptual Video Hashing for Near-duplicate Video Retrieval
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    Chapter 19 ECG Classification Using Machine Learning Classifiers with Optimal Feature Selection Methods
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    Chapter 20 Classification of Diabetic Retinopathy Using Ensemble of Machine Learning Classifiers with IDRiD Dataset
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    Chapter 21 Deployment of Machine Learning Based Internet of Things Networks for Tele-Medical and Remote Healthcare
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    Chapter 22 Implementing SPARQL-Based Prefiltering on Jena Fuseki TDB Store to Reduce the Semantic Web Services Search Space
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    Chapter 23 Emerging 5G Wireless Technologies: Overview, Evolution, and Applications
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    Chapter 24 Smartphone Usage, Social Media Engagement, and Academic Performance: Mediating Effect of Digital Learning
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    Chapter 25 Electrical Energy Consumption Prediction Using LSTM-RNN
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    Chapter 26 A Novel Swarm Intelligence Routing Protocol in Wireless Sensor Networks
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    Chapter 27 Authentication Framework for Healthcare Devices Through Internet of Things and Machine Learning
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    Chapter 28 Task Prioritization of Fog Computing Model in Healthcare Systems
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    Chapter 29 Smart Surveillance Based on Video Summarization: A Comprehensive Review, Issues, and Challenges
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    Chapter 30 Design and Analysis of a Plano Concave DRA for 60 GHz Application
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    Chapter 31 Exploitation of Deep Learning Algorithm and Internet of Things in Connected Home for Fire Risk Estimating
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    Chapter 32 Review on Methods to Predict Metastasis of Breast Cancer Using Artificial Intelligence
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    Chapter 33 Epileptic Seizure Prediction Using Geometrical Features Extracted from HRV Signal
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    Chapter 34 Automatic Dent Detection in Automobile Using IR Sensor
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    Chapter 35 Applying ML on COVID-19 Data to Understand Significant Patterns
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    Chapter 36 A Multi-Class Skin Cancer Classification Through Deep Learning
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    Chapter 37 Preliminary Analysis and Design of a Customized Tourism Recommender System
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    Chapter 38 A Deep Learning-Based Face Mask Detection
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    Chapter 39 Anomaly in the Behavior of Silicon from Free Energy Analysis: A Computational Study
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    Chapter 40 An Extensive Survey on Outlier Prediction Using Mining and Learning Approaches
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    Chapter 41 Analyzing Mental States, Perceptions, and Experiences of Teachers and Students: An Indian Case Study on Online Teaching–Learning
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    Chapter 42 Traffic Density Calculation Using PEGASIS and Traffic Light Control Using STLSD Algorithm
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    Chapter 43 A Cluster-based Data Aggregation Framework for WSN using Blockchain
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    Chapter 44 Evaluating Hash-Based Post-Quantum Signature in Smart IoT Devices for Authentication
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    Chapter 45 Predictive Analysis of Clinical Outcomes Using an Enhanced Random Survival Forest for Heart Failure Patients
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    Chapter 46 Evolutionary Computerized Accounting Model of Colleges from the Perspective of ERP and Mobile Sustainable Networks
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    Chapter 47 Cloud Resource Hadoop Cluster Scheduling Algorithm Based on Evolutionary Artificial Bee Colony Model for Mobile Sustainable Networks
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    Chapter 48 Application of Evolutionary Big Data Statistical Analysis Method in Computer Guiding Management Under Mobile Sustainable Network Scenarios
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    Chapter 49 Governance Plan and Implementation Path of Community Informatization in the Big Data Era with Mobile Sustainable Networks
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    Chapter 50 Computer-Based Mathematical Algorithms and Conceptual Models of Complex Networks for Evolutionary Computing
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    Chapter 51 Performance Comparison of Data Security Strategies in Fog Computing
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    Chapter 52 Monitoring the Elderly Using Time of Flight Kit
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    Chapter 53 Corpus Creation and Annotation Framework for Sentiment Analysis of Hindi News Articles
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    Chapter 54 Multi-agent-Driven Safety Information Dissemination in V2I Networks
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    Chapter 55 Development of Test Pattern Generation for QCA-Based Circuits
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    Chapter 56 A Comprehensive Review of Student Data Management System
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    Chapter 57 E-commerce Website with Image Search and Price Prediction
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    Chapter 58 Modified Geometric Mean Decomposition and Orthogonal Matching Pursuit Based Hybrid Precoding for Millimeter-Wave Massive MIMO Systems
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    Chapter 59 Design and Simulation of a Direct-PSK Based Telecommand Receiver for Small Satellite
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    Chapter 60 Insect-Inspired Advanced Visual System for AI-Based Aerial Drones
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    Chapter 61 Comparison of Machine Learning Algorithms for Hate and Offensive Speech Detection
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    Chapter 62 A Review on Preprocessing and Segmentation Techniques in Carotid Artery Ultrasound Images
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    Chapter 63 Performance of UDP in Comparison with TCP in Vehicular Communication Networks
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    Chapter 64 Semi-Supervised Self-Training Approach for Web Robots Activity Detection in Weblog
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    Chapter 65 Analysis of Data Aggregation and Clustering Protocol in Wireless Sensor Networks Using Machine Learning
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    Chapter 66 Improved Reranking Approach for Person Re-identification System
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    Chapter 67 An Insight into Deep Learning Methods for Pulmonary Medical Imaging
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    Chapter 68 Traffic Prediction Using Machine Learning
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    Chapter 69 Comparative Analysis of Boosting Algorithms Over MNIST Handwritten Digit Dataset
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    Chapter 70 DetecSec: A Framework to Detect and Mitigate ARP Cache Poisoning Attacks
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    Chapter 71 Design and Performance Analysis of Multiported Memory Module Using LVT and XOR Approaches on FPGA Platform
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    Chapter 72 Low-Cost Smart Cart with Nutritional Information
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    Chapter 73 ML-Based Comparative Analysis of Interconnect RC Estimation in Progressive Stacked Circuits
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    Chapter 74 PAPR Reduction in SDR-Based OFDM System
Overall attention for this book and its chapters
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Title
Evolutionary Computing and Mobile Sustainable Networks
Published by
Springer Singapore, April 2022
DOI 10.1007/978-981-16-9605-3
ISBNs
978-9-81-169604-6, 978-9-81-169605-3
Editors

Suma, V., Fernando, Xavier, Du, Ke-Lin, Wang, Haoxiang

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