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  • Conference proceedings
  • © 2020

Foundations of Intelligent Systems

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

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12117)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Conference series link(s): ISMIS: International Symposium on Methodologies for Intelligent Systems

Conference proceedings info: ISMIS 2020.

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Table of contents (44 papers)

  1. Front Matter

    Pages i-xxvii
  2. Invited Talk

    1. Front Matter

      Pages 1-1
  3. Nominees for Best Paper Award

    1. Front Matter

      Pages 9-9
    2. The Construction of Action Rules to Raise Artwork Prices

      • Laurel Powell, Anna Gelich, Zbigniew W. Ras
      Pages 11-20
    3. Metric-Guided Multi-task Learning

      • Jinfu Ren, Yang Liu, Jiming Liu
      Pages 21-31
    4. Sentiment Analysis with Contextual Embeddings and Self-attention

      • Katarzyna Biesialska, Magdalena Biesialska, Henryk Rybinski
      Pages 32-41
  4. Nominees for Best Student Paper Award

    1. Front Matter

      Pages 43-43
    2. Interpretable Segmentation of Medical Free-Text Records Based on Word Embeddings

      • Adam Gabriel Dobrakowski, Agnieszka Mykowiecka, Małgorzata Marciniak, Wojciech Jaworski, Przemysław Biecek
      Pages 45-55
    3. Decision-Making with Probabilistic Reasoning in Engineering Design

      • Stefan Plappert, Paul Christoph Gembarski, Roland Lachmayer
      Pages 56-65
    4. Hyperbolic Embeddings for Hierarchical Multi-label Classification

      • Tomaž Stepišnik, Dragi Kocev
      Pages 66-76
  5. Natural Language Processing

    1. Front Matter

      Pages 77-77
    2. Joint Multiclass Debiasing of Word Embeddings

      • Radomir Popović, Florian Lemmerich, Markus Strohmaier
      Pages 79-89
    3. Named Entity Recommendations to Enhance Multilingual Retrieval in Europeana.eu

      • Sergiu Gordea, Monica Lestari Paramita, Antoine Isaac
      Pages 102-112
    4. A Deep Learning Approach to Fake News Detection

      • Elio Masciari, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperli
      Pages 113-122
  6. Deep Learning and Embeddings

    1. Front Matter

      Pages 137-137
    2. Comparing State-of-the-Art Neural Network Ensemble Methods in Soccer Predictions

      • Tiago Mendes-Neves, João Mendes-Moreira
      Pages 139-149

Other Volumes

  1. Foundations of Intelligent Systems

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.

Editors and Affiliations

  • Graz University of Technology, Graz, Austria

    Denis Helic, Martin Stettinger, Alexander Felfernig

  • University of Klagenfurt, Klagenfurt, Austria

    Gerhard Leitner

  • University of North Carolina at Charlotte, Charlotte, USA

    Zbigniew W. Raś

Bibliographic Information

Buy it now

Buying options

eBook USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access