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Advances in Distributed Computing and Machine Learning

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Table of Contents

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    Book Overview
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    Chapter 1 Customized Score-Based Security Threat Analysis in VANET
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    Chapter 2 FM—MANETs: A Novel Fuzzy Mobility on Multi-path Routing in Mobile Ad hoc Networks for Route Selection
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    Chapter 3 Black Hole Detection and Mitigation Using Active Trust in Wireless Sensor Networks
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    Chapter 4 Power Allocation-Based QoS Guarantees in Millimeter-Wave-Enabled Vehicular Communications
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    Chapter 5 Renewable Energy-Based Resource Management in Cloud Computing: A Review
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    Chapter 6 A Multi-objective Optimization Scheduling Algorithm in Cloud Computing
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    Chapter 7 Addressing Security and Computation Challenges in IoT Using Machine Learning
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    Chapter 8 A Survey: Security Issues and Challenges in Internet of Things
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    Chapter 9 Low-Cost Real-Time Implementation of Malicious Packet Dropping Detection in Agricultural IoT Platform
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    Chapter 10 IoT-Based Air Pollution Controlling System for Garments Industry: Bangladesh Perspective
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    Chapter 11 Automated Plant Robot
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    Chapter 12 IoT Security Issues and Possible Solution Using Blockchain Technology
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    Chapter 13 A Review of Distributed Supercomputing Platforms Using Blockchain
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    Chapter 14 An E-Voting Framework with Enterprise Blockchain
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    Chapter 15 Survey of Blockchain Applications in Database Security
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    Chapter 16 Prevention and Detection of SQL Injection Attacks Using Generic Decryption
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    Chapter 17 Prevention and Detection of SQL Injection Using Query Tokenization
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    Chapter 18 Investigating Peers in Social Networks: Reliable or Unreilable
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    Chapter 19 A Novel Study of Different Privacy Frameworks Metrics and Patterns
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    Chapter 20 A Comparative Analysis of Accessibility and Stability of Different Networks
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    Chapter 21 Performance Analysis of Network Anomaly Detection Systems in Consumer Networks
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    Chapter 22 Remote Automated Vulnerability Assessment and Mitigation in an Organization LAN
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    Chapter 23 Introspective Journal: A Digital Diary for Self-realization
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    Chapter 24 FPGA Implementation of Bio-inspired Computing Based Deep Learning Model
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    Chapter 25 Road Accident Detection and Severity Determination from CCTV Surveillance
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    Chapter 26 A Fuzzy Graph Recurrent Neural Network Approach for the Prediction of Radial Overcut in Electro Discharge Machining
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    Chapter 27 AgentG: An Engaging Bot to Chat for E-Commerce Lovers
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    Chapter 28 An Improved Approach to Group Decision-Making Using Intuitionistic Fuzzy Soft Set
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    Chapter 29 Analysis and Prediction of the Survival of Titanic Passengers Using Machine Learning
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    Chapter 30 An AI Approach for Real-Time Driver Drowsiness Detection—A Novel Attempt with High Accuracy
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    Chapter 31 Rising Star Evaluation Using Statistical Analysis in Cricket
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    Chapter 32 A Knowledge Evocation Model in Grading Healthcare Institutions Using Rough Set and Formal Concept Analysis
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    Chapter 33 Image Compression Based on a Hybrid Wavelet Packet and Directional Transform (HW&DT) Method
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    Chapter 34 On Multi-class Currency Classification Using Convolutional Neural Networks and Cloud Computing Systems for the Blind
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    Chapter 35 Predictive Crime Mapping for Smart City
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    Chapter 36 Dimensionality Reduction for Flow-Based Face Embeddings
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    Chapter 37 Identifying Phished Website Using Multilayer Perceptron
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    Chapter 38 A Self-trained Support Vector Machine Approach for Intrusion Detection
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    Chapter 39 Secure and Robust Blind Watermarking of Digital Images Using Logistic Map
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    Chapter 40 Identifying Forensic Interesting Files in Digital Forensic Corpora by Applying Topic Modelling
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    Chapter 41 Predicting American Sign Language from Hand Gestures Using Image Processing and Deep Learning
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    Chapter 42 Skin Cancer Classification Using Convolution Neural Networks
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    Chapter 43 An Analysis of Machine Learning Approach for Detecting Automated Spammer in Twitter
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    Chapter 44 A Fast Mode of Tweets Polarity Detection
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    Chapter 45 One-Dimensional Chaotic Function for Financial Applications Using Soft Computing Techniques
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    Chapter 46 Modified Convolutional Neural Network of Tamil Character Recognition
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    Chapter 47 Epileptic Seizure Detection from Multivariate Temporal Data Using Gated Recurrent Unit
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    Chapter 48 A Comparative Study of Genetic Algorithm and Neural Network Computing Techniques over Feature Selection
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    Chapter 49 A Comparative Study on Prediction of Dengue Fever Using Machine Learning Algorithm
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    Chapter 50 Does Machine Learning Algorithms Improve Forecasting Accuracy? Predicting Stock Market Index Using Ensemble Model
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Title
Advances in Distributed Computing and Machine Learning
Published by
Springer Singapore, June 2020
DOI 10.1007/978-981-15-4218-3
ISBNs
978-9-81-154217-6, 978-9-81-154218-3
Editors

Tripathy, Asis Kumar, Sarkar, Mahasweta, Sahoo, Jyoti Prakash, Li, Kuan-Ching, Chinara, Suchismita