Lecture Notes in Artificial Intelligence

Foundations of Intelligent Systems

25th International Symposium, ISMIS 2020, Graz, Austria, September 23–25, 2020, Proceedings

Editors: Helic, D., Leitner, G., Stettinger, M., Felfernig, A., Raś, Z.W. (Eds.)

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  • ISBN 978-3-030-59491-6
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About this book

This book constitutes the proceedings of the 25th International Symposium on Foundations of Intelligent Systems, ISMIS 2020, held in Graz, Austria, in October 2020. The conference was held virtually due to the COVID-19 pandemic.

The 35 full and 8 short papers presented in this volume were carefully reviewed and selected from 79 submissions. Included is also one invited talk. The papers deal with topics such as natural language processing; deep learning and embeddings; digital signal processing; modelling and reasoning; and machine learning applications.

Table of contents (44 chapters)

Table of contents (44 chapters)
  • Complementing Behavioural Modeling with Cognitive Modeling for Better Recommendations

    Pages 3-8

    Tkalčič, Marko

  • The Construction of Action Rules to Raise Artwork Prices

    Pages 11-20

    Powell, Laurel (et al.)

  • Metric-Guided Multi-task Learning

    Pages 21-31

    Ren, Jinfu (et al.)

  • Sentiment Analysis with Contextual Embeddings and Self-attention

    Pages 32-41

    Biesialska, Katarzyna (et al.)

  • Interpretable Segmentation of Medical Free-Text Records Based on Word Embeddings

    Pages 45-55

    Dobrakowski, Adam Gabriel (et al.)

Buy this book

eBook $69.99
price for USA in USD
  • ISBN 978-3-030-59491-6
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $89.99
price for USA in USD
  • ISBN 978-3-030-59490-9
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
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Bibliographic Information

Bibliographic Information
Book Title
Foundations of Intelligent Systems
Book Subtitle
25th International Symposium, ISMIS 2020, Graz, Austria, September 23–25, 2020, Proceedings
Editors
  • Denis Helic
  • Gerhard Leitner
  • Martin Stettinger
  • Alexander Felfernig
  • Zbigniew W. Raś
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
12117
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-59491-6
DOI
10.1007/978-3-030-59491-6
Softcover ISBN
978-3-030-59490-9
Edition Number
1
Number of Pages
XXVII, 470
Number of Illustrations
78 b/w illustrations, 93 illustrations in colour
Topics