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Machine Learning, Image Processing, Network Security and Data Sciences

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Cover of 'Machine Learning, Image Processing, Network Security and Data Sciences'

Table of Contents

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    Book Overview
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    Chapter 1 Mining Composite Fuzzy Association Rules Among Nutrients in Food Recipe
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    Chapter 2 Evaluation of Multiplier-Less DCT Transform Using In-Exact Computing
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    Chapter 3 Legal Amount Recognition in Bank Cheques Using Capsule Networks
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    Chapter 4 Log Periodic Power Law Fitting on Indian Stock Market
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    Chapter 5 An Automated Algorithm for Estimating Respiration Rate from PPG Signals
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    Chapter 6 Phonemes: An Explanatory Study Applied to Identify a Speaker
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    Chapter 7 Nutritional Status Prediction in Neonate Using Machine Learning Techniques: A Comparative Study
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    Chapter 8 Handwritten Bengali Character Recognition Using Deep Convolution Neural Network
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    Chapter 9 Lexical Feature Based Feature Selection and Phishing URL Classification Using Machine Learning Techniques
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    Chapter 10 Feature Selection Using PSO: A Multi Objective Approach
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    Chapter 11 An Empirical Study to Predict Myocardial Infarction Using K-Means and Hierarchical Clustering
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    Chapter 12 A Robust Technique for End Point Detection Under Practical Environment
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    Chapter 13 An Explainable Machine Learning Approach for Definition Extraction
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    Chapter 14 Steps of Pre-processing for English to Mizo SMT System
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    Chapter 15 Efficient Human Feature Recognition Process Using Sclera
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    Chapter 16 Optimization of Local Ordering Technique for Nearest Neighbour Circuits
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    Chapter 17 Attention-Based English to Mizo Neural Machine Translation
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    Chapter 18 In Depth Analysis of Lung Disease Prediction Using Machine Learning Algorithms
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    Chapter 19 Improve the Accuracy of Heart Disease Predictions Using Machine Learning and Feature Selection Techniques
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    Chapter 20 Convolutional Neural Network Based Sound Recognition Methods for Detecting Presence of Amateur Drones in Unauthorized Zones
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    Chapter 21 Comparison of Different Decision Tree Algorithms for Predicting the Heart Disease
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    Chapter 22 Dynamic Speech Trajectory Based Parameters for Low Resource Languages
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    Chapter 23 Identification and Prediction of Alzheimer Based on Biomarkers Using ‘Machine Learning’
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    Chapter 24 Solving Quadratic Assignment Problem Using Crow Search Algorithm in Accelerated Systems
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    Chapter 25 Speech Signal Analysis for Language Identification Using Tensors
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    Chapter 26 Effective Removal of Baseline Wander from ECG Signals: A Comparative Study
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    Chapter 27 Face Recognition Based on Human Sketches Using Fuzzy Minimal Structure Oscillation in the SIFT Domain
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    Chapter 28 An Ensemble Model for Predicting Passenger Demand Using Taxi Data Set
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    Chapter 29 A Novel Approach to Synthesize Hinglish Text to English Text
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    Chapter 30 Comparative Analysis of Neural Models for Abstractive Text Summarization
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    Chapter 31 Fraud Detection in Credit Card Data Using Machine Learning Techniques
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    Chapter 32 Res-VGG: A Novel Model for Plant Disease Detection by Fusing VGG16 and ResNet Models
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    Chapter 33 A Novel Algorithm for Salient Region Detection
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    Chapter 34 Exploiting Topic Modelling to Classify Sentiment from Lyrics
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    Chapter 35 Crucial Gene Identification for Esophageal Squamous Cell Carcinoma Using Differential Expression Analysis
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    Chapter 36 HRV Signal Feature Estimation and Classification for Healthcare System Based on Machine Learning
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    Chapter 37 Securing Face Recognition System Using Blockchain Technology
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    Chapter 38 A Hybrid Symmetric Key Cryptography Method to Provide Secure Data Transmission
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    Chapter 39 Trust-Based Detection of Malicious Nodes for Wireless Mesh Networks
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    Chapter 40 Evidence Building for Ad Click or Web Access on Cloud
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    Chapter 41 Security Analysis of MITM Attack on SCADA Network
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    Chapter 42 A Large-Scale Investigation to Identify the Pattern of App Component in Obfuscated Android Malwares
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    Chapter 43 An AHP-TOPSIS Based Framework for the Selection of Node Ranking Techniques in Complex Networks
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    Chapter 44 Security Enhancement of IoT Based Smart Home Using Hybrid Technique
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    Chapter 45 Insider Threat Detection Based on User Behaviour Analysis
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    Chapter 46 Layer-2 Performance Analysis of LTE-A and HetNets for 5G Networks
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    Chapter 47 Placement Issues in Network Function Virtualization
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    Chapter 48 A Novel Graph Based Approach to Predict Man of the Match for Cricket
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    Chapter 49 Construction of Identity Based Signcryption Using Learning with Rounding
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    Chapter 50 Deep Detection of Anomalies in Static Attributed Graph
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Title
Machine Learning, Image Processing, Network Security and Data Sciences
Published by
Springer Singapore, August 2020
DOI 10.1007/978-981-15-6318-8
ISBNs
978-9-81-156317-1, 978-9-81-156318-8
Editors

Bhattacharjee, Arup, Borgohain, Samir Kr., Soni, Badal, Verma, Gyanendra, Gao, Xiao-Zhi

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