This two-volume book constitutes the post-conference proceedings of the 5th International Conference on Advances in Computing and Data Sciences, ICACDS 2021, held in Nashik, India, in April 2021.*

The 103 full papers were carefully reviewed and selected from 781 submissions.

Predicting Seasonal Vaccines and H1N1 Vaccines Using Machine Learning Techniques.- Handling Class Imbalance in Electroencephalography data using Synthetic Minority Oversampling Technique.- Dissemination of Firm’s Market Information: Application of Kermack-Mckendrick SIR Model.- Improving Image-based Dialog by Reducing Modality Biases.- Dependency Parser for Hindi using Integer Linear Programming.- Medical Records Management using Distributed Ledger and Storage.- Detection of Depression and Suicidal Ideation on Social Media: An Intrinsic Review.- Frequency Based Feature Extraction Technique for Text Documents in Tamil Language.- An Approach of Devanagari License Plate Detection and Recognition Using Deep Learning.- COMBINE: A pipeline for SQL Generation from Natural Language.- Recognition of Isolated Gestures for Indian Sign Language using Transfer Learning.- A Study of Five Models Based on Non-Clinical Data for the Prediction of Diabetes Onset in Medically Under-Served Populations.- Representation and Visualization of Students’ Progress Data through Learning Dashboard.- Denoising of Computed Tomography images for improved performance of medical devices in Biomedical Engineering.- Image Dehazing through Dark Channel Prior and Color Attenuation Prior.- Predicting the Death of Road Accidents in Bangladesh Using Machine Learning Algorithms.- Numerical computation of finite quaternion Mellin transform using a new algorithm.- Predictive Modeling of Tandem Silicon Solar Cell for Calculating Efficiency.- Text Summarization of an Article Extracted from Wikipedia using NLTK Library.- Grapheme to Phoneme Mapping for Tamil Language.- Comparative Study of Physiological Signals from Empatica E4 Wristband for Stress Classification.- An E-Commerce Prototype for Predicting the Product Return phenomenon Using Optimization and Regression Techniques.-Crop Yield Prediction for Indiausing Regression Algorithms.- A Novel Framework for Multimodal Twitter Sentiment Analysis using Feature Learning.- An Iterative Approach Based Reversible Data Hiding with Weight Update for Dual Stego Images.- Lower and Upper Bounds for ‘Useful’ Renyi Information Rate.- Sign Language Recognition using Convolutional Neural Network.- Prediction of Stock Price for Indian Stock Market: A Comparative Study using LSTM and GRU.- Early Prediction of Cardiovascular Disease among Young Adults through Coronary Artery Calcium Score Technique.- Confidentiality Leakage Analysis of Database-driven Applications.- Comparative learning of on request direction-finding procedures in WSNs.- ECG based Stress Detection in Automobile Drivers using Long Short-Term Memory (LSTM) Network.- Evaluation of soil moisture for estimation of irrigation pattern by using Machine Learning Methods.- Sentiment analysis in online learning environment: A systematic review.- Image Splicing Forgery Detection Techniques: A Review.- A Predictive Model for Classification of Breast Cancer Data Sets.- Impact of COVID-19 on the Health of Elderly Person.- The determinants of visit frequency and buying intention at shopping centers in Vietnam.

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