Trends of Data Science and Applications : Theory and Practices /

This book includes an extended version of selected papers presented at the 11th Industry Symposium 2021 held during January 7-10, 2021. The book covers contributions ranging from theoretical and foundation research, platforms, methods, applications, and tools in all areas. It provides theory and pra...

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Bibliographic Details
Corporate Author:	SpringerLink (Online service)
Other Authors:	Rautaray, Siddharth Swarup (Editor), Pemmaraju, Phani (Editor), Mohanty, Hrushikesha (Editor)
Format:	eBook
Language:	English
Published:	Singapore : Springer Singapore : Imprint: Springer, 2021.
Edition:	1st ed. 2021.
Series:	Studies in Computational Intelligence, 954
Subjects:	Data structures (Computer science). Database management. Data mining. Artificial intelligence. Data Structures and Information Theory. Database Management. Data Mining and Knowledge Discovery. Artificial Intelligence. Electronic books.
Online Access:	Connect to the full text of this electronic book

Table of Contents:

NLP for Sentiment Computation
Productizing an Artificial Intelligence solution for Intelligent Detail Extraction- Synergy of Symbolic and Sub-symbolic Artificial Intelligence techniques
Digital Consumption Pattern and Impacts of Social Media: Descriptive Statistical Analysis
Applicational Statistics in Data Science and Machine Learning
Evolutionary algorithms based machine learning models
Application to Predict the Impact of COVID-19 in India using Deep Learning
Role of Data Analytics in Bio Cyber Physical Systems
Evolution of Sentiment Analysis : Methodologies and Paradigms
Healthcare Analytics: An advent to mitigate the risks and impacts of a Pandemic
Image Classification for Binary Classes using Deep Convolutional Neural Network: An Experimental Study. .