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Innovations in Data Analytics

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Cover of 'Innovations in Data Analytics'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Transience in COVID Patients with Comorbidity Issues—A Systematic Review and Meta-Analysis Based on Indian and Southeast Asian Context
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    Chapter 2 NFT HUB—The Decentralized Non-Fungible Token Market Place
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    Chapter 3 Hashgraph: A Decentralized Security Approach Based on Blockchain with NFT Transactions
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    Chapter 4 Med Card: An Innovative Way to Keep Your Medical Records Handy and Safe
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    Chapter 5 Delta Operator-Based Modelling and Control of High Power Induction Motor Using Novel Chaotic Gorilla Troop Optimizer
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    Chapter 6 An Enhanced Optimize Outlier Detection Using Different Machine Learning Classifier
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    Chapter 7 Prediction of Disease Diagnosis for Smart Healthcare Systems Using Machine Learning Algorithm
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    Chapter 8 Optimization Accuracy on an Intelligent Approach to Detect Fake News on Twitter Using LSTM Neural Network
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    Chapter 9 Mining User Interest Using Bayesian-PMF and Markov Chain Monte Carlo for Personalised Recommendation Systems
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    Chapter 10 Big Data and Its Role in Cybersecurity
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    Chapter 11 QR Code-Based Digital Payment System Using Visual Cryptography
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    Chapter 12 A Study of Different Approaches of Offloading for Mobile Cloud Computing
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    Chapter 13 Use of Machine Learning Models for Analyzing the Accuracy of Predicting the Cancerous Diseases
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    Chapter 14 Predict Employee Promotion Using Supervised Classification Approaches
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    Chapter 15 Smart Grid Analytics—Analyzing and Identifying Power Distribution Losses with the Help of Efficient Data Regression Algorithms
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    Chapter 16 Load Balancing on Cloud Using Genetic Algorithms
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    Chapter 17 Hybrid Feature Selection Approach to Classify IoT Network Traffic for Intrusion Detection System
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    Chapter 18 A Deep Learning-Based Framework for Analyzing Stress Factors Among Working Women
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    Chapter 19 Automatic Question Generation
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    Chapter 20 Automatic Construction of Named Entity Corpus for Adverse Drug Reaction Prediction
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    Chapter 21 A Space Efficient Metadata Structure for Ranking Subset Sums
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    Chapter 22 Brain Tumour Detection Using Machine Learning
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    Chapter 23 Implementation of a Smart Patient Health Tracking and Monitoring System Based on IoT and Wireless Technology
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    Chapter 24 Diabetes Disease Prediction Using KNN
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    Chapter 25 Review: Application of Internet of Things (IoT) for Vehicle Simulation System
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    Chapter 26 Time Series Analysis and Forecast Accuracy Comparison of Models Using RMSE–Artificial Neural Networks
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    Chapter 27 A Non-Recursive Space-Efficient Blind Approach to Find All Possible Solutions to the N-Queens Problem
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    Chapter 28 Handling Missing Values Using Fuzzy Clustering: A Review
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    Chapter 29 Application of Ensemble Methods in Medical Diagnosis
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    Chapter 30 Some Modified Activation Functions of Hyperbolic Tangent (TanH) Activation Function for Artificial Neural Networks
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    Chapter 31 Advancements and Challenges in Smart Shopping System
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    Chapter 32 Ensemble Model for Music Genre Classification
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    Chapter 33 Decoding Low-Code/No-Code Development Hype—Study of Rapid Application Development Worthiness and Overview of Various Platforms
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    Chapter 34 IoT Framework for Quality-of-Service Enhancement in Building Management System
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    Chapter 35 Blockchain IoT: Challenges and Solutions for Building Management System
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    Chapter 36 Evolving Connections in Metaverse
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    Chapter 37 A Systematic Approach on Blockchain Security Methodologies in Iot
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    Chapter 38 A Systematic Analysis on Airborne Infectious Virus Diseases: A Review
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    Chapter 39 Comparison of Different Similarity Methods for Text Categorization
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    Chapter 40 The Upsurge of Deep Learning for Disease Prediction in Healthcare
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    Chapter 41 SDN-Based Cryptographic Client Authentication: A New Approach to DHCP Starvation Mitigation
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    Chapter 42 Power of Deep Learning Models in Bioinformatics
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    Chapter 43 Deep Neural Network with Optimal Tuned Weights for Automated Crowd Anomaly Detection
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    Chapter 44 Tuning Geofencing in Child Kidnapping Prevention Methods
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    Chapter 45 Segmentation of the Eye Fundus Images Using Edge Detection, Improved Image, and Clustering of Density in Diabetic Retinopathy
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    Chapter 46 Securing Medical Images Using Quantum Key Distribution Scheme BB84
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    Chapter 47 Design and Development of AUV for Coral Reef Inspection and Geotagging Using CV/ML
  49. Altmetric Badge
    Chapter 48 Theoretical Approach of Proposed Algorithm for Channel Estimation in OFDM MIMO System
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    Chapter 49 An Approach for Digital-Social Network Analysis Using Twitter API
Attention for Chapter 40: The Upsurge of Deep Learning for Disease Prediction in Healthcare
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Chapter title
The Upsurge of Deep Learning for Disease Prediction in Healthcare
Chapter number 40
Book title
Innovations in Data Analytics
Published by
Springer, Singapore, January 2023
DOI 10.1007/978-981-99-0550-8_40
Book ISBNs
978-9-81-990549-2, 978-9-81-990550-8
Authors

Aman, Chhillar, Rajender Singh

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