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Machine Intelligence and Data Science Applications

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Cover of 'Machine Intelligence and Data Science Applications'

Table of Contents

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    Book Overview
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    Chapter 1 Rise of Blockchain-Based Non-fungible Tokens (NFTs): Overview, Trends, and Future Prospects
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    Chapter 2 An Efficient Data Preparation Strategy for Sentiment Analysis with Associative Database
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    Chapter 3 A Comparison of Traditional and Ensemble Machine Learning Approaches for Parkinson’s Disease Classification
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    Chapter 4 Reducing Error Rate for Eye-Tracking System by Applying SVM
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    Chapter 5 Eye-Gaze-Controlled Wheelchair System with Virtual Keyboard for Disabled Person Using Raspberry Pi
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    Chapter 6 SATLabel: A Framework for Sentiment and Aspect Terms Based Automatic Topic Labelling
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    Chapter 7 Deriving Soft Biometric Feature from Facial Images
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    Chapter 8 Retinal Disease Classification from Retinal-OCT Images Using Deep Learning Methods
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    Chapter 9 Stock Recommendation BOT for Swing Trading and Long-Term Investments in Indian Stock Markets
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    Chapter 10 Issues in Machine Translation—A Case Study of the Kashmiri Language
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    Chapter 11 Bangladeshi Land Cover Change Detection with Satelite Image Using GIS Techniques
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    Chapter 12 Genetic Algorithm-Based Optimal Deep Neural Network for Detecting Network Intrusions
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    Chapter 13 Deep Convolutional Neural Network-Based Bangla Sign Language Detection on a Novel Dataset
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    Chapter 14 Avyanna: A Website for Women’s Safety
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    Chapter 15 Web Page Classification Based on Novel Black Widow Meta-Heuristic Optimization with Deep Learning Technique
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    Chapter 16 A Systematic Study on Network Attacks and Intrusion Detection System
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    Chapter 17 Achieving Data Privacy Using Extended NMF
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    Chapter 18 Challenges of Robotics: A Quest for an Integrated Action
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    Chapter 19 Developing an Integrated Hybrid App to Reduce Overproduction and Waiting Time Using Kanban Board
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    Chapter 20 Implementation of Gamified Navigation and Location Mapping Using Augmented Reality
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    Chapter 21 A Survey on Autonomous Vehicles
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    Chapter 22 Impact of Innovative Technology on Quality Education: The Resourceful Intelligence for Smart Society Development
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    Chapter 23 A Review on Virtual Reality and Applications for Next Generation Systems and Society 5.0
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    Chapter 24 Facial Recognition with Computer Vision
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    Chapter 25 Community Strength Analysis in Social Network Using Cloud Computing
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    Chapter 26 Object Detection on Dental X-ray Images Using Region-Based Convolutional Neural Networks
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    Chapter 27 Real-Time and Context-Based Approach to Provide Users with Recommendations for Scaling of Cloud Resources Using Machine Learning and Recommendation Systems
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    Chapter 28 Traffic Density Estimation Using Transfer Learning with Pre-trained InceptionResNetV2 Network
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    Chapter 29 A Mobile Application for Sales Representatives: A Case Study of a Liquor Brand
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    Chapter 30 Wireless Sensor Networks (WSNs): Toward an Energy-Efficient Routing Protocol Design
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    Chapter 31 Empirical Analysis of Machine Learning and Deep Learning Techniques for COVID-19 Detection Using Chest X-rays
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    Chapter 32 Comparative Analysis of Machine Learning and Deep Learning Algorithms for Skin Cancer Detection
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    Chapter 33 Investigating Efficacy of Transfer Learning for Fruit Classification
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    Chapter 34 BERT-Based Secure and Smart Management System for Processing Software Development Requirements from Security Perspective
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    Chapter 35 Hyper Parameter Optimization Technique for Network Intrusion Detection System Using Machine Learning Algorithms
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    Chapter 36 Energy Efficient VM Consolidation Technique in Cloud Computing Using Cat Swarm Optimization
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    Chapter 37 A Forecast of Geohazard and Factors Influencing Geohazard Using Transfer Learning
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    Chapter 38 Application and Uses of Big Data Analytics in Different Domain
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    Chapter 39 Pedestrian Detection with Anchor-Free and FPN Enhanced Deep Learning Approach
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    Chapter 40 Efficient Machine Learning Approaches to Detect Fake News of Covid-19
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    Chapter 41 Application of Digital Technology in Accounting Profession for Achieving Business Goals and Sustainable Development
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    Chapter 42 Application of Robotics in the Healthcare Industry
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    Chapter 43 Context-Driven Method for Smarter and Connected Traffic Lights Using Machine Learning with the Edge Servers
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    Chapter 44 Forecasting of COVID-19 Trends in Bangladesh Using Machine Learning Approaches
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    Chapter 45 A Comparative Study of Machine Learning Algorithms to Detect Cardiovascular Disease with Feature Selection Method
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    Chapter 46 A Pilot Study for Devanagari Script Character Recognition Using Deep Learning Models
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    Chapter 47 COVID-19 in Bangladesh: An Exploratory Data Analysis and Prediction of Neurological Syndrome Using Machine Learning Algorithms Based on Comorbidity
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    Chapter 48 Ransomware Family Classification with Ensemble Model Based on Behavior Analysis
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    Chapter 49 UCSP: A Framework to Tackle the Challenge of Dependency Chain in Cloud Forensics
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    Chapter 50 DeshiFoodBD: Development of a Bangladeshi Traditional Food Image Dataset and Recognition Model Using Inception V3
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    Chapter 51 Sentiment Analysis of E-commerce Consumer Based on Product Delivery Time Using Machine Learning
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    Chapter 52 Applications of Artificial Intelligence in IT Disaster Recovery
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    Chapter 53 Mushroom Classification Using MI, PCA, and MIPCA Techniques
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    Chapter 54 Factors Influencing University Students’ E-Learning Adoption in Bangladesh During COVID-19: An Empirical Study with Machine Learning
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    Chapter 55 Nano Rover: A Multi-sensory Full-Functional Surveillance Robot with Modified Inception-Net
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    Chapter 56 Bangla Handwritten Character Recognition Using Convolutional Neural Network
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    Chapter 57 Music Genre Classification Using Light Gradient Boosting Machine: A Pilot Study
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    Chapter 58 HRPro: A Machine Learning Approach for Recruitment Process Automation
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    Chapter 59 A Deep Convolutional Generative Adversarial Network-Based Model to Analyze Histopathological Breast Cancer Images
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    Chapter 60 What Drives Adoption of Cloud-Based Online Games in an Emerging Market? An Investigation Using Flow Theory
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    Chapter 61 Method to Recommend the Investment Portfolio with the Mix of Various Schemes and Options Using Reinforcement Learning
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    Chapter 62 Deep Learning Approach for Electricity Load Forecasting Using Multivariate Time Series Data
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    Chapter 63 Social Media Role in Pricing Value of Cryptocurrency
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    Chapter 64 Twitter Spatio-temporal Topic Dynamics and Sentiment Analysis During the First COVID-19 Lockdown in India
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    Chapter 65 Natural Language Interface in Dogri to Database
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    Chapter 66 The Mutation Study of Social Media in Student’s Life
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    Chapter 67 GPS-Based Route Choice Model for Smart Transportation System: Bringing Intelligence into Vehicular Cloud
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    Chapter 68 Social Listening on Budget—A Study of Sentimental Analysis and Prediction of Sentiments Using Text Analytics & Predictive Algorithms
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    Chapter 69 An Application of Internet of Things for Cybersecurity and Control: Emerging Needs and Challenges
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    Chapter 70 Comparative Performance Evaluation of Supervised Classification Models on Large Static Malware Dataset
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Title
Machine Intelligence and Data Science Applications
Published by
Springer Nature Singapore, July 2022
DOI 10.1007/978-981-19-2347-0
ISBNs
978-9-81-192346-3, 978-9-81-192347-0
Editors

Skala, Vaclav, Singh, T. P., Choudhury, Tanupriya, Tomar, Ravi, Abul Bashar, Md.

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