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Progress in Artificial Intelligence

20th EPIA Conference on Artificial Intelligence, EPIA 2021, Virtual Event, September 7–9, 2021, Proceedings

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Goreti Marreiros

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

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  2. Francisco S. Melo

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

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  3. Nuno Lau

    1. DETI/IEETA, University of Aveiro, Aveiro, Portugal

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  4. Henrique Lopes Cardoso

    1. FEUP/LIACC, University of Porto, Porto, Portugal

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  5. Luís Paulo Reis

    1. FEUP/LIACC, University of Porto, Porto, Portugal

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12981)

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

Included in the following conference series:

Conference proceedings info: EPIA 2021.

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Table of contents (62 papers)

  1. Front Matter

    Pages i-xxx
    Download chapter PDF

  2. Artificial Intelligence and IoT in Agriculture

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Autonomous Robot Visual-Only Guidance in Agriculture Using Vanishing Point Estimation

      • José Sarmento, André Silva Aguiar, Filipe Neves dos Santos, Armando Jorge Sousa
      Pages 3-15

    3. Terrace Vineyards Detection from UAV Imagery Using Machine Learning: A Preliminary Approach

      • Nuno Figueiredo, Luís Pádua, Joaquim J. Sousa, António Sousa
      Pages 16-26

    4. Tomato Detection Using Deep Learning for Robotics Application

      • Tiago Cerveira Padilha, Germano Moreira, Sandro Augusto Magalhães, Filipe Neves dos Santos, Mário Cunha, Miguel Oliveira
      Pages 27-38

    5. Predicting Predawn Leaf Water Potential up to Seven Days Using Machine Learning

      • Ahmed A. Fares, Fabio Vasconcelos, Joao Mendes-Moreira, Carlos Ferreira
      Pages 39-50

  3. Artificial Intelligence and Law

    1. Front Matter

      Pages 51-51
      Download chapter PDF

    2. Towards Ethical Judicial Analytics: Assessing Readability of Immigration and Asylum Decisions in the United Kingdom

      • Laura Scheinert, Emma L. Tonkin
      Pages 53-67

    3. A Comparison of Classification Methods Applied to Legal Text Data

      • Diógenes Carlos Araújo, Alexandre Lima, João Pedro Lima, José Alfredo Costa
      Pages 68-80

  4. Artificial Intelligence in Medicine

    1. Front Matter

      Pages 81-81
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    2. Aiding Clinical Triage with Text Classification

      • Rute Veladas, Hua Yang, Paulo Quaresma, Teresa Gonçalves, Renata Vieira, Cátia Sousa Pinto et al.
      Pages 83-96

    3. A Web-based Telepsychology Platform Prototype Using Cloud Computing and Deep Learning Tools

      • Diego Pérez-Hernández, Nieves Pavón-Pulido, J. A. López-Riquelme, J. J. Feliú Batlle
      Pages 97-108

    4. Detecting, Predicting, and Preventing Driver Drowsiness with Wrist-Wearable Devices

      • Cláudia Rodrigues, Brígida Mónica Faria, Luís Paulo Reis
      Pages 109-120

    5. The Evolution of Artificial Intelligence in Medical Informatics: A Bibliometric Analysis

      • Bruno Elias Penteado, Marcelo Fornazin, Leonardo Castro
      Pages 121-133

  5. Artificial Intelligence in Power and Energy Systems

    1. Front Matter

      Pages 135-135
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    2. Optimizing Energy Consumption of Household Appliances Using PSO and GWO

      • Inês Tavares, José Almeida, João Soares, Sérgio Ramos, Zita Vale, Zahra Foroozandeh
      Pages 137-150

    3. Metaheuristics for Optimal Scheduling of Appliances in Energy Efficient Neighbourhoods

      • Amaia Alfageme, Iker Esnaola-Gonzalez, Francisco Javier Díez, Eduardo Gilabert
      Pages 151-162

    4. Multitask Learning for Predicting Natural Flows: A Case Study at Paraiba do Sul River

      • Gabriel Dias Abreu, Leticia F. Pires, Luciana C. D. Campos, Leonardo Goliatt
      Pages 163-175

    5. PV Generation Forecasting Model for Energy Management in Buildings

      • Brígida Teixeira, Tiago Pinto, Pedro Faria, Zita Vale
      Pages 176-182

    6. Automatic Evolutionary Settings of Machine Learning Methods for Buildings’ Thermal Loads Prediction

      • Gisele Goulart Tavares, Priscila V. Z. Capriles, Leonardo Goliatt
      Pages 183-195
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Other volumes

  1. Progress in Artificial Intelligence

Keywords

About this book

This book constitutes the refereed proceedings of the 20th EPIA Conference on Artificial Intelligence, EPIA 2021, held virtually in September 2021.

The 62 full papers and 6 short papers presented were carefully reviewed and selected from a total of 108 submissions. The papers are organized in the following topical sections: artificial intelligence and IoT in agriculture; artificial intelligence and law; artificial intelligence in medicine; artificial intelligence in power and energy systems; artificial intelligence in transportation systems; artificial life and evolutionary algorithms; ambient intelligence and affective environments; general AI; intelligent robotics; knowledge discovery and business intelligence; multi-agent systems: theory and applications; and text mining and applications.

Editors and Affiliations

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

    Goreti Marreiros

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

    Francisco S. Melo

  • DETI/IEETA, University of Aveiro, Aveiro, Portugal

    Nuno Lau

  • FEUP/LIACC, University of Porto, Porto, Portugal

    Henrique Lopes Cardoso, Luís Paulo Reis

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