Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12986)
Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)
Included in the following conference series:
Conference proceedings info: DS 2021.
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Table of contents (36 papers)
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Applications
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Graph and Network Mining
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Machine Learning for COVID-19
Other volumes
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Discovery Science
Keywords
- applied computing
- artificial intelligence
- batch learning
- classification and regression trees
- computer networks
- computer systems
- data mining
- databases
- information retrieval
- instance-based learning
- linguistics
- machine learning
- network protocols
- neural networks
- online learning settings
- signal processing
- supervised learning
- telecommunication networks
- telecommunication systems
About this book
The 36 papers presented in this volume were carefully reviewed and selected from 76 submissions. The contributions were organized in topical sections named: applications; classification; data streams; graph and network mining; machine learning for COVID-19; neural networks and deep learning; preferences and recommender systems; representation learning and feature selection; responsible artificial intelligence; and spatial, temporal and spatiotemporal data.
Editors and Affiliations
Bibliographic Information
Book Title: Discovery Science
Book Subtitle: 24th International Conference, DS 2021, Halifax, NS, Canada, October 11–13, 2021, Proceedings
Editors: Carlos Soares, Luis Torgo
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-030-88942-5
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2021
Softcover ISBN: 978-3-030-88941-8Published: 09 October 2021
eBook ISBN: 978-3-030-88942-5Published: 08 October 2021
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XII, 474
Number of Illustrations: 26 b/w illustrations
Topics: Artificial Intelligence, Computer Appl. in Social and Behavioral Sciences, Data Mining and Knowledge Discovery, Computer Communication Networks, Computers and Education
Industry Sectors: Aerospace, Automotive, Biotechnology, Chemical Manufacturing, Consumer Packaged Goods, Electronics, Energy, Utilities & Environment, Engineering, Finance, Business & Banking, Health & Hospitals, IT & Software, Law, Materials & Steel, Oil, Gas & Geosciences, Pharma, Telecommunications