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Advances in Computing and Data Sciences

5th International Conference, ICACDS 2021, Nashik, India, April 23–24, 2021, Revised Selected Papers, Part II

Paperback Engels 2021 9783030882433
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Samenvatting

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. Part II is devoted to data sciences, organizing principles, medical technologies, computational linguistics etc.
*The conference was held virtually due to the COVID-19 pandemic.

Specificaties

ISBN13:9783030882433
Taal:Engels
Bindwijze:paperback
Uitgever:Springer International Publishing

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Inhoudsopgave

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

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        Advances in Computing and Data Sciences