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Progress in Artificial Intelligence

21st EPIA Conference on Artificial Intelligence, EPIA 2022, Lisbon, Portugal, August 31–September 2, 2022, Proceedings

  • Conference proceedings
  • © 2022

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Overview

Editors:
  1. Goreti Marreiros

    1. ISEP/GECAD, Polytechnic Institute of Porto, Porto, Portugal

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  2. Bruno Martins

    1. IST/INESC-ID, University of Lisbon, Lisbon, Portugal

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  3. Ana Paiva

    1. IST/INESC-ID, University of Lisbon, Porto Salvo, Portugal

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  4. Bernardete Ribeiro

    1. CISUC, University of Coimbra, Coimbra, Portugal

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  5. Alberto Sardinha

    1. IST/INESC-ID, University of Lisbon, Porto Salvo, Portugal

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13566)

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

Included in the following conference series:

Conference proceedings info: EPIA 2022.

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About this book

This book constitutes the proceedings of the 21st EPIA Conference on Artificial Intelligence, EPIA 2022, which took place in Lisbon, Portugal, in August/September 2022. 

The 64 papers presented in this volume were carefully reviewed and selected from 85 submissions. They were organized in topical sections as follows: AI4IS - Artificial Intelligence for Industry and Societies; AIL - Artificial Intelligence and Law; AIM - Artificial Intelligence in Medicine; AIPES - Artificial Intelligence in Power and Energy Systems; AITS - Artificial Intelligence in Transportation Systems; AmIA - Ambient Intelligence and Affective Environments; GAI - General AI; IROBOT - Intelligent Robotics; KDBI - Knowledge Discovery and Business Intelligence; KRR - Knowledge Representation and Reasoning; MASTA - Multi-Agent Systems: Theory and Applications; TeMA - Text Mining and Applications. 

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Table of contents (64 papers)

  1. Front Matter

    Pages i-xxvii
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  2. AI4IS - Artificial Intelligence for Industry and Societies

    1. Front Matter

      Pages 1-1
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    2. Estimating the Temperature on the Reinforcing Bars of Composite Slabs Under Fire Conditions

      • Carlos Balsa, Paulo A. G. Piloto
      Pages 3-14
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    3. Hierarchically Structured Scheduling and Execution of Tasks in a Multi-agent Environment

      • Diogo Carvalho, Biswa Sengupta
      Pages 15-26
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  3. AIL - Artificial Intelligence and Law

    1. Front Matter

      Pages 27-27
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    2. Content-Based Lawsuits Document Image Retrieval

      • Daniela L. Freire, André Carlos Ponce de Leon Ferreira de Carvalho, Leonardo Carneiro Feltran, Lara Ayumi Nagamatsu, Kelly Cristina Ramos da Silva, Claudemir Firmino et al.
      Pages 29-40
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    3. Lawsuits Document Images Processing Classification

      • Daniela L. Freire, André Carlos Ponce de Leon Ferreira de Carvalho, Leonardo Carneiro Feltran, Lara Ayumi Nagamatsu, Kelly Cristina Ramos da Silva, Claudemir Firmino et al.
      Pages 41-52
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    4. A Rapid Semi-automated Literature Review on Legal Precedents Retrieval

      • Hugo Silva, Nuno António, Fernando Bacao
      Pages 53-65
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    5. The European Draft Regulation on Artificial Intelligence: Houston, We Have a Problem

      • Vera Lúcia Raposo
      Pages 66-73
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    6. Traffic Stops in the Age of Autonomous Vehicles

      • Tracy Hresko Pearl
      Pages 74-84
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    7. UlyssesSD-Br: Stance Detection in Brazilian Political Polls

      • Dyonnatan F. Maia, Nádia F. F. Silva, Ellen P. R. Souza, Augusto S. Nunes, Lucas C. Procópio, Guthemberg da S. Sampaio et al.
      Pages 85-95
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    8. Unraveling the Algorithms for Humanized Digital Work Oriented Artificial Intelligence

      • Monique de Souza Arruda
      Pages 96-107
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    9. The Compatibility of AI in Criminal System with the ECHR and ECtHR Jurisprudence

      • Nídia Andrade Moreira
      Pages 108-118
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    10. Enriching Legal Knowledge Through Intelligent Information Retrieval Techniques: A Review

      • Marco Gomes, Bruno Oliveira, Cristóvão Sousa
      Pages 119-130
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  4. AIM - Artificial Intelligence in Medicine

    1. Front Matter

      Pages 131-131
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    2. Region of Interest Identification in the Cervical Digital Histology Images

      • Tetiana Biloborodova, Semen Lomakin, Inna Skarga-Bandurova, Yana Krytska
      Pages 133-145
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    3. Audio Feature Ranking for Sound-Based COVID-19 Patient Detection

      • Julia A. Meister, Khuong An Nguyen, Zhiyuan Luo
      Pages 146-158
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    4. Using a Siamese Network to Accurately Detect Ischemic Stroke in Computed Tomography Scans

      • Ana Beatriz Vieira, Ana Catarina Fonseca, José Ferro, Arlindo L. Oliveira
      Pages 159-170
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    5. Determining Internal Medicine Length of Stay by Means of Predictive Analytics

      • Diogo Peixoto, Mariana Faria, Rui Macedo, Hugo Peixoto, João Lopes, Agostinho Barbosa et al.
      Pages 171-182
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    6. Improving the Prediction of Age of Onset of TTR-FAP Patients Using Graph-Embedding Features

      • Maria Pedroto, Alípio Jorge, João Mendes-Moreira, Teresa Coelho
      Pages 183-194
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Other volumes

  1. Progress in Artificial Intelligence

Editors and Affiliations

  • ISEP/GECAD, Polytechnic Institute of Porto, Porto, Portugal

    Goreti Marreiros

  • IST/INESC-ID, University of Lisbon, Lisbon, Portugal

    Bruno Martins

  • IST/INESC-ID, University of Lisbon, Porto Salvo, Portugal

    Ana Paiva, Alberto Sardinha

  • CISUC, University of Coimbra, Coimbra, Portugal

    Bernardete Ribeiro

Bibliographic Information

  • Book Title: Progress in Artificial Intelligence

  • Book Subtitle: 21st EPIA Conference on Artificial Intelligence, EPIA 2022, Lisbon, Portugal, August 31–September 2, 2022, Proceedings

  • Editors: Goreti Marreiros, Bruno Martins, Ana Paiva, Bernardete Ribeiro, Alberto Sardinha

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-031-16474-3

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2022

  • Softcover ISBN: 978-3-031-16473-6Published: 13 September 2022

  • eBook ISBN: 978-3-031-16474-3Published: 12 September 2022

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XXVII, 809

  • Number of Illustrations: 68 b/w illustrations, 168 illustrations in colour

  • Topics: Artificial Intelligence, Computer Communication Networks, Computer Applications, Natural Language Processing (NLP)

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