Overview
Part of the book series: Communications in Computer and Information Science (CCIS, volume 1577)
Included in the following conference series:
Conference proceedings info: SIMBig 2021.
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About this book
This book constitutes the refereed proceedings of the 8th International Conference on Information Management and Big Data, SIMBig 2021, held as a virtual event in December 2021.
The 25 revised full papers and 2 revised short papers presented were carefully reviewed and selected from 67 submissions. The papers are organized in topical sections on data mining and applications; deep learning and applications; data-driven software engineering; health, NLP, and social media; image processing, machine learning, and semantic web.
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Keywords
- artificial intelligence
- computer networks
- computer security
- computer systems
- computer vision
- correlation analysis
- cryptography
- data mining
- data security
- databases
- deep learning
- Human-Computer Interaction (HCI)
- machine learning
- Natural Language Processing (NLP)
- network protocols
- neural networks
- signal processing
- telecommunication networks
- telecommunication systems
- wireless telecommunication systems
Table of contents (27 papers)
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Front Matter
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Data Mining and Applications
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Front Matter
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Deep Learning and Applications
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Front Matter
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Data-Driven Software Engineering
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Front Matter
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Health, NLP, and Social Media
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Front Matter
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Other volumes
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Information Management and Big Data
Editors and Affiliations
Bibliographic Information
Book Title: Information Management and Big Data
Book Subtitle: 8th Annual International Conference, SIMBig 2021, Virtual Event, December 1–3, 2021, Proceedings
Editors: Juan Antonio Lossio-Ventura, Jorge Valverde-Rebaza, Eduardo Díaz, Denisse Muñante, Carlos Gavidia-Calderon, Alan Demétrius Baria Valejo, Hugo Alatrista-Salas
Series Title: Communications in Computer and Information Science
DOI: https://doi.org/10.1007/978-3-031-04447-2
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2022
Softcover ISBN: 978-3-031-04446-5Published: 22 April 2022
eBook ISBN: 978-3-031-04447-2Published: 21 April 2022
Series ISSN: 1865-0929
Series E-ISSN: 1865-0937
Edition Number: 1
Number of Pages: XIX, 414
Number of Illustrations: 41 b/w illustrations, 134 illustrations in colour
Topics: Computer Communication Networks, Information Systems and Communication Service, Artificial Intelligence, Computers and Education, Computer Appl. in Social and Behavioral Sciences, Computer Imaging, Vision, Pattern Recognition and Graphics