Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12323)
Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)
Included in the following conference series:
Conference proceedings info: DS 2020.
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Table of contents (45 papers)
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Explainable and Interpretable Machine Learning
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Front Matter
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Graph and Network Mining
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Front Matter
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Other volumes
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Discovery Science
Keywords
- artificial intelligence
- classification
- clustering
- computer networks
- data communication systems
- data mining
- data representation
- databases
- deep learning
- dimensionality reduction
- distributed processing
- graph algorithms
- knowledge discovery
- machine learning
- network protocols
- process mining
- signal processing
- text mining
- wireless telecommunication systems
- data streams
About this book
This book constitutes the proceedings of the 23rd International Conference on Discovery Science, DS 2020, which took place during October 19-21, 2020. The conference was planned to take place in Thessaloniki, Greece, but had to change to an online format due to the COVID-19 pandemic.
The 26 full and 19 short papers presented in this volume were carefully reviewed and selected from 76 submissions. The contributions were organized in topical sections named: classification; clustering; data and knowledge representation; data streams; distributed processing; ensembles; explainable and interpretable machine learning; graph and network mining; multi-target models; neural networks and deep learning; and spatial, temporal and spatiotemporal data.
Editors and Affiliations
Bibliographic Information
Book Title: Discovery Science
Book Subtitle: 23rd International Conference, DS 2020, Thessaloniki, Greece, October 19–21, 2020, Proceedings
Editors: Annalisa Appice, Grigorios Tsoumakas, Yannis Manolopoulos, Stan Matwin
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-030-61527-7
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2020
Softcover ISBN: 978-3-030-61526-0Published: 15 October 2020
eBook ISBN: 978-3-030-61527-7Published: 14 October 2020
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XXI, 706
Number of Illustrations: 80 b/w illustrations, 147 illustrations in colour
Topics: Artificial Intelligence, Computer Applications, Computers and Education, Data Mining and Knowledge Discovery, Information Storage and Retrieval, Information Systems Applications (incl. Internet)