Editors:
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)
Conference series link(s): DS: International Conference on Discovery Science
Conference proceedings info: DS 2020.
Buy it now
Buying options
Tax calculation will be finalised at checkout
Other ways to access
This is a preview of subscription content, log in via an institution to check for access.
Table of contents (45 papers)
-
Front Matter
-
Clustering
-
Front Matter
-
-
Dimensionality Reduction and Feature Selection
-
Front Matter
-
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.
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
Editors and Affiliations
-
University of Bari Aldo Moro, Bari, Italy
Annalisa Appice
-
Aristotle University of Thessaloniki, Thessaloniki, Greece
Grigorios Tsoumakas
-
Open University of Cyprus, Nicosia, Cyprus
Yannis Manolopoulos
-
Dalhousie University, Halifax, Canada
Stan Matwin
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)