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Progress in Artificial Intelligence

22nd EPIA Conference on Artificial Intelligence, EPIA 2023, Faial Island, Azores, September 5–8, 2023, Proceedings, Part I

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Nuno Moniz

    1. Lucy Family Institute for Data & Society, Notre Dame, USA

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  2. Zita Vale

    1. GECAD, Polytechnic of Porto, Porto, Portugal

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  3. José Cascalho

    1. GRIA - LIACC, University of Azores, Ponta-Delgada, Portugal

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  4. Catarina Silva

    1. CISUC, University of Coimbra, Coimbra, Portugal

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  5. Raquel Sebastião

    1. IEETA, University of Aveiro, Aveiro, Portugal

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 14115)

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

Included in the following conference series:

Conference proceedings info: EPIA 2023.

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Table of contents (40 papers)

  1. Front Matter

    Pages i-xlv
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  2. Ambient Intelligence and Affective Environments

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Simulation-Based Adaptive Interface for Personalized Learning of AI Fundamentals in Secondary School

      • Sara Guerreiro-Santalla, Dalila Duraes, Helen Crompton, Paulo Novais, Francisco Bellas
      Pages 3-15

    3. Gamified CollectiveEyes: A Gamified Distributed Infrastructure for Collectively Sharing People’s Eyes

      • Risa Kimura, Tatsuo Nakajima, Ichiro Satoh
      Pages 16-28

    4. Design and Development of Ontology for AI-Based Software Systems to Manage the Food Intake and Energy Consumption of Obesity, Diabetes and Tube Feeding Patients

      • Diogo Martinho, Vítor Crista, Ziya Karakaya, Zahra Gamechi, Alberto Freitas, José Neves et al.
      Pages 29-40

    5. A System for Animal Health Monitoring and Emotions Detection

      • David Sec, Peter Mikulecky
      Pages 41-52

  3. Ethics and Responsibility in Artificial Intelligence

    1. Front Matter

      Pages 53-53
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    2. A Three-Way Knot: Privacy, Fairness, and Predictive Performance Dynamics

      • Tânia Carvalho, Nuno Moniz, Luís Antunes
      Pages 55-66

    3. A Maturity Model for Industries and Organizations of All Types to Adopt Responsible AI—Preliminary Results

      • Rui Miguel Frazão Dias Ferreira, António Grilo, Maria João Maia
      Pages 67-78

    4. Completeness of Datasets Documentation on ML/AI Repositories: An Empirical Investigation

      • Marco Rondina, Antonio Vetrò, Juan Carlos De Martin
      Pages 79-91

    5. Navigating the Landscape of AI Ethics and Responsibility

      • Paulo Rupino Cunha, Jacinto Estima
      Pages 92-105

    6. Towards Interpretability in Fintech Applications via Knowledge Augmentation

      • Catarina Silva, Tiago Faria, Bernardete Ribeiro
      Pages 106-117

  4. General Artificial Intelligence

    1. Front Matter

      Pages 119-119
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    2. Revisiting Deep Attention Recurrent Networks

      • Fernando Fradique Duarte, Nuno Lau, Artur Pereira, Luís Paulo Reis
      Pages 121-132

    3. Pre-training with Augmentations for Efficient Transfer in Model-Based Reinforcement Learning

      • Bernardo Esteves, Miguel Vasco, Francisco S. Melo
      Pages 133-145

    4. DyPrune: Dynamic Pruning Rates for Neural Networks

      • Richard Adolph Aires Jonker, Roshan Poudel, Olga Fajarda, José Luís Oliveira, Rui Pedro Lopes, Sérgio Matos
      Pages 146-157

    5. Robustness Analysis of Machine Learning Models Using Domain-Specific Test Data Perturbation

      • Marian Lambert, Thomas Schuster, Marcus Kessel, Colin Atkinson
      Pages 158-170

    6. Vocalization Features to Recognize Small Dolphin Species for Limited Datasets

      • Luís Rosário, Sofia Cavaco, Joaquim Silva, Luís Freitas, Philippe Verborgh
      Pages 171-183

    7. Covariance Kernel Learning Schemes for Gaussian Process Based Prediction Using Markov Chain Monte Carlo

      • Gargi Roy, Kane Warrior, Dalia Chakrabarty
      Pages 184-195

  5. Intelligent Robotics

    1. Front Matter

      Pages 197-197
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Other volumes

  1. Progress in Artificial Intelligence

  2. Progress in Artificial Intelligence

Keywords

About this book

The two-volume set LNAI 14115 and 14116 constitutes the refereed proceedings of the 22nd EPIA Conference on Progress in Artificial Intelligence, EPIA 2023, held in Faial Island, Azores, in September 2023.


The 85 full papers presented in these proceedings were carefully reviewed and selected from 163 submissions. The papers have been organized in the following topical sections: ambient intelligence and affective environments; ethics and responsibility in artificial intelligence; general artificial intelligence; intelligent robotics; knowledge discovery and business intelligence; multi-agent systems: theory and applications; natural language processing, text mining and applications; planning, scheduling and decision-making in AI; social simulation and modelling; artifical intelligence, generation and creativity; artificial intelligence and law; artificial intelligence in power and energy systems; artificial intelligence in medicine; artificial intelligence and IoT in agriculture; artificial intelligence in transportation systems; artificial intelligence in smart computing; artificial intelligence for industry and societies.

Editors and Affiliations

  • Lucy Family Institute for Data & Society, Notre Dame, USA

    Nuno Moniz

  • GECAD, Polytechnic of Porto, Porto, Portugal

    Zita Vale

  • GRIA - LIACC, University of Azores, Ponta-Delgada, Portugal

    José Cascalho

  • CISUC, University of Coimbra, Coimbra, Portugal

    Catarina Silva

  • IEETA, University of Aveiro, Aveiro, Portugal

    Raquel Sebastião

Bibliographic Information

  • Book Title: Progress in Artificial Intelligence

  • Book Subtitle: 22nd EPIA Conference on Artificial Intelligence, EPIA 2023, Faial Island, Azores, September 5–8, 2023, Proceedings, Part I

  • Editors: Nuno Moniz, Zita Vale, José Cascalho, Catarina Silva, Raquel Sebastião

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-031-49008-8

  • 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 2023

  • Softcover ISBN: 978-3-031-49007-1Published: 15 December 2023

  • eBook ISBN: 978-3-031-49008-8Published: 14 December 2023

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XLV, 526

  • Number of Illustrations: 18 b/w illustrations, 124 illustrations in colour

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

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