IoT, Cloud and Data Science: (Volume 124 Advances in Science and Technology)

This edition collects the selected peer-reviewed full text papers from the International Research Conference on IoT, Cloud and Data Science (IRCICD'22), held on May 06-07, 2022, in Chennai, India. One of the most significant characteristics of the evolving digital age is the convergence of technologies that includes sensors (Internet of Things: IoT), data storage (cloud), information management (databases), data collection (big data), data applications (analytics), knowledge discovery (data science), algorithms (machine learning), transparency (open data) and API services (micro services, containerization). The Research Conference on IoT, Cloud and Data Science - IRCICD'22 aimed at bringing together researchers from the industry, academicians and business delegates, scholars and graduate students to exchange and share their experiences, new ideas, and research results across aspects of IoT, Cloud and Data Sciences. The conference focused on promoting recent advances and innovation in the field of IoT, Cloud and Data Science.

Table of Contents:
Preface Chapter 1: Machine Learning to Image Processing and Computer Vision Hand Gesture Recognition Used for Functioning System Using OpenCV Sign Language Detection Application Using CNN SIGN BOT Extending an Ability to Communicate by Creating an Indian Sign Language Replicare: Real-Time Human Arms Movement Replication by a Humanoid Torso Brain Tumor Detection Using Deep Learning Music Recommendation System Using Facial Emotions Face Mask Detection Using OpenCV Crack Detection of Pharmaceutical Vials Using Agglomerative Clustering Technique Obstacle Detection and Text Recognition for Assisting Visually Impaired People Recognition of American Sign Language with Study of Facial Expression for Emotion Analysis Recognition of Plant Leaf Diseases Using CNN Face Mask and Social Distancing Detection Using Faster Regional Convolutional Neural Network Sign Language Detection Using Action Recognition Brain Tumor Segmentation Using Modified Double U-Net Architecture Surveillance Image Super Resolution Using SR - Generative Adversarial Network Classification of Covid-19 X-Ray Images Using Fuzzy Gabor Filter and DCNN Using Transfer Learning for Automatic Detection of Covid-19 from Chest X-Ray Images Detect Anomalies on Metal Surface Indian License Plate and Vehicle Type Recognition Proposed Music Mapping Algorithm Based on Human Emotions Detection of Bike Riders with no Helmet Classification of Retinal Images Using Self-Created Penta-Convolutional Neural Network Weather Image Classification Using Convolution Neural Network Facial Landmark and Mask Detection System Candidate Prioritization Using Automated Behavioural Interview with Deep Learning Book Recommendation Based on Emotion in the Online Library Using CNN Armament Detection Using Deep Learning Tomato Leaf Disease Detection Using Deep Convolution Neural Network Self-Driving Car Using Supervised Learning Deep Learning Approach to New Age Cinematic Video Editing YouTube Music Recommendation System Based on Face Expression Driver Yawn Prediction Using Convolutional Neural Network Diagnosis of Alzheimer’s Disease Using CNN on MRI Data Predicting and Classifying Diabetic Retinopathy (DR) Using 5-Class Label Based on Pre-Trained Deep Learning Models Early Wheat Leaf Disease Detection Using CNN Chapter 2: Computational Linguistics Sentiment Analysis on Food-Reviews Dataset An Extractive Question Answering System for the Tamil Language Deep Learning-Based Speech Emotion Recognition Social Media User Oppression Detection Technique Using Supervised and Unsupervised Machine Learning Algorithms Medical Diagnosis through Chatbots Sentiment Analysis of National Eligibility-Cum Entrance Test on Twitter Data Using Machine Learning Techniques Two-Step Text Recognition and Summarization of Scanned Documents Detecting Fake Job Posting Using ML Classifications and Ensemble Model Artificial Intelligence Based Chatbot for Healthcare Applications An Applied Computational Linguistics Approach to Clustering Scientific Research Papers Speech Accent Recognition Movie Recommendation System Using Machine Learning Chapter 3: Machine Learning to Financial Data Analysis Data Analysis and Price Prediction of Stock Market Using Machine Learning Regression Algorithms Financial Time Series Analysis and Forecasting with Statistical Inference and Machine Learning Stock Market Portfolio Prediction Using Machine Learning Stock Market Ontology-Based Knowledge Management for Forecasting Stock Trading Chapter 4: Machine Learning on Other Types of Datasets Train Track Crack Classification Using CNN Crime Prediction Using Machine Learning Algorithms Prediction of Eligibility for Covid-19 Vaccine Using SMLT Technique A Novel Analysis of Employee Attrition Rate by Maneuvering Machine Learning Building a Recommender System Using Collaborative Filtering Algorithms and Analyzing its Performance Development of LSTM Model for Fall Prediction Using IMU CNN-Based Covid-19 Severity Detection and it’s Diagnosis Classification of Imbalanced Datasets Using Various Techniques along with Variants of SMOTE Oversampling and ANN Used Car Price Prediction Using Machine Learning Pest Classification with Deep Learning and ReactJS A Prediction Model - Comparative Analysis and Effective Visualization for COVID-19 Dataset Music Recommendation System Using Machine Learning Crime Analysis and Prediction Based on Machine Learning Algorithm Electric Vehicle’s Charging Stations Allocation System for Metropolitan Cities Farm Track Application Development Using Web Mining and Web Scraping Quality Check of Water for Human Consumption Using Machine Learning Clinical Outcome Future Prediction with Decision Tree and Naive Bayes Models Software Bugs Detection Using Supervised Machine Learning Techniques Rock, Paper and Scissor Using AI- Random Forest Algorithm A Novel K Means Biclustering Fusion Based Collaborative Recommender System Chapter 5: Blockchain Technology Decentralized E-Voting System Using Ethereum Blockchain Technology Preserving Data Integrity in Legal Documents Using On-Chain NFTs A Step towards Blockchain Scalability Resolution Secure Online Voting System Using Blockchain Converging Blockchain for Organ Donation Voter Verification in an Election Using Merkle Tree Chapter 6: Cloud Computing Optimizing Information Leakage in Multi Cloud Storage Services Security in Cloud Technologies: A Brief Overview Shopper’s Cart Chapter 7: WEB and Network Security Enhanced Malware Detection Using Deep Learning with Image Processing Techniques Phishing Website Detection Using Natural Language Processing and Deep Learning Algorithm Secret Sharing Scheme with Fingerprint Authentication Network Intrusion Detection System Based Security System for Cloud Services Using Novel Recurrent Neural Network - Autoencoder (NRNN-AE) and Genetic Comprehensive Survey on Detecting Security Attacks of IoT Intrusion Detection Systems A Cumulative Tool for Docker Vulnerability Scanner A Flexible and Investigation Approach for Encrypted Features Space Using Neural Network Regularized CNN Model for Image Forgery Detection Implementation of Intrusion Detection Model for Detecting Cyberattacks Using Support Vector Machine Sensitive Data Transaction Using RDS in AWS Building a New IPv8 Bootstrapper and Network Discovery Strategy for Trusted Chain Identities Chapter 8: Internet of Things and Networking An Intensive Investigation of Vehicular Adhoc Network Simulators Fog Offloading and Scheduling in Traffic Monitoring System by Deep Reinforcement IOT Based Smart Air Purifier Placing Controllers Using Latency Metrics in a Smart Grid Implementing Software- Defined Networking Architecture An Intelligent Framework for Energy Efficient Health Monitoring System Using Edge-Body Area Networks Transformer: Health Monitoring System Based on IoT Real-Time Car Sharing and Car Rental Portal A Study of Mobile Edge Computing for IOT Human Lives Matter: Intelligent Transport System for Protecting Human Lives Marking and Traceback Algorithm for IP Traceback with Bitwise Operator Introspection of Availability in Service Based Smart Systems Using Internet of Things (IoT) Modelling of Boost Converter for PV Cell Using Matrix Topology