Lecture Notes in Artificial Intelligence

Discovery Science

23rd International Conference, DS 2020, Thessaloniki, Greece, October 19–21, 2020, Proceedings

Editors: Appice, A., Tsoumakas, G., Manolopoulos, Y., Matwin, S. (Eds.)

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eBook 67,40 €
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  • ISBN 978-3-030-61527-7
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Softcover 83,19 €
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  • ISBN 978-3-030-61526-0
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  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions & severe weather in the US may cause delays
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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.

Table of contents (45 chapters)

Table of contents (45 chapters)
  • Evaluating Decision Makers over Selectively Labelled Data: A Causal Modelling Approach

    Pages 3-18

    Laine, Riku (et al.)

  • Mitigating Discrimination in Clinical Machine Learning Decision Support Using Algorithmic Processing Techniques

    Pages 19-33

    Briggs, Emma (et al.)

  • WeakAL: Combining Active Learning and Weak Supervision

    Pages 34-49

    Gonsior, Julius (et al.)

  • Constrained Clustering via Post-processing

    Pages 53-67

    Nghiem, Nguyen-Viet-Dung (et al.)

  • Deep Convolutional Embedding for Painting Clustering: Case Study on Picasso’s Artworks

    Pages 68-78

    Castellano, Giovanna (et al.)

Buy this book

eBook 67,40 €
price for Spain (gross)
  • ISBN 978-3-030-61527-7
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 83,19 €
price for Spain (gross)
  • ISBN 978-3-030-61526-0
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions & severe weather in the US may cause delays
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

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 Artificial Intelligence
Series Volume
12323
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-61527-7
DOI
10.1007/978-3-030-61527-7
Softcover ISBN
978-3-030-61526-0
Edition Number
1
Number of Pages
XXI, 706
Number of Illustrations
80 b/w illustrations, 147 illustrations in colour
Topics