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Progress in Artificial Intelligence

18th EPIA Conference on Artificial Intelligence, EPIA 2017, Porto, Portugal, September 5-8, 2017, Proceedings

  • Eugénio Oliveira
  • João Gama
  • Zita Vale
  • Henrique Lopes Cardoso

Part of the Lecture Notes in Computer Science book series (LNCS, volume 10423)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 10423)

Table of contents

  1. Front Matter
    Pages I-XXXI
  2. Agent-Based Modelling for Criminological Research

    1. Front Matter
      Pages 1-1
    2. Tibor Bosse, Ward van Breda, Nousha van Dijk, Jelmer Scholte
      Pages 3-14
    3. Daniel Sullivan, Carlos Caminha, Hygor P. M. Melo, Vasco Furtado
      Pages 41-50
  3. Ambient Intelligence and Affective Environments

    1. Front Matter
      Pages 63-63
    2. Luís Conceição, João Carneiro, Goreti Marreiros, Paulo Novais
      Pages 65-74
    3. Nuno Gil Fonseca, Luís Macedo, António José Mendes
      Pages 75-86
    4. Alberto Rivas, Pablo Chamoso, Javier J. Martín-Limorti, Sara Rodríguez, Fernando de la Prieta, Javier Bajo
      Pages 87-94
    5. Elena Vildjiounaite, Johanna Kallio, Jani Mäntyjärvi, Vesa Kyllönen, Mikko Lindholm, Georgy Gimel’farb
      Pages 95-107
  4. Artificial Intelligence in Games

    1. Front Matter
      Pages 109-109
    2. Samuel Gomes, João Dias, Carlos Martinho
      Pages 111-122
    3. David Simões, Nuno Lau, Luís Paulo Reis
      Pages 123-134
  5. Artificial Intelligence in Medicine

    1. Front Matter
      Pages 135-135
    2. Francisco Duarte, Bruno Martins, Cátia Sousa Pinto, Mário J. Silva
      Pages 137-149
    3. Kirill Kochetov, Evgeny Putin, Svyatoslav Azizov, Ilya Skorobogatov, Andrey Filchenkov
      Pages 162-173
    4. Diogo Marcelo Nogueira, Carlos Abreu Ferreira, Alípio M. Jorge
      Pages 186-203
    5. Inna Skarga-Bandurova, Tetiana Biloborodova, Maksym Nesterov
      Pages 204-214
  6. Artificial Intelligence in Power and Energy Systems

    1. Front Matter
      Pages 215-215
    2. Tiago dos Santos, Fernando J. T. E. Ferreira, João Moura Pires, Carlos Viegas Damásio
      Pages 217-228
    3. Josefa Díaz Álvarez, Francisco Chávez de La O, Juan Ángel García Martínez, Pedro Ángel Castillo Valdivieso, Francisco Fernández de Vega
      Pages 229-240
    4. Saulo C. de A. Ferreira, Jerson dos S. Carvalho, Leonardo W. de Oliveira, Taís L. O. Araújo, Edimar J. de Oliveira, Marina B. A. Souza
      Pages 241-252
    5. Rafael Ochsendorf G. Souza, Ezequiel Silva Oliveira, Ivo Chaves Silva Junior, André Luís Marques Marcato, Marcos T. B. de Olveira
      Pages 260-270
    6. Luiz E. de Oliveira, Francisco D. Freitas, Ivo C. da Silva Jr., Phillipe V. Gomes
      Pages 271-282
    7. Gabriel Santos, Tiago Pinto, Isabel Praça, Zita Vale
      Pages 283-294
  7. Artificial Intelligence in Transportation Systems

    1. Front Matter
      Pages 307-307
    2. Jeremias Dötterl, Ralf Bruns, Jürgen Dunkel, Sascha Ossowski
      Pages 309-320
    3. Hamid Eslami Nosratabadi, Hadi Fanaee-T, Joao Gama
      Pages 321-330
    4. Pedro Marcelino, Maria de Lurdes Antunes, Eduardo Fortunato, Marta Castilho Gomes
      Pages 331-342
    5. Gonçalo P. Matos, Luís Albino, Ricardo L. Saldanha, Ernesto M. Morgado
      Pages 343-354
    6. João Pereira, Arian Pasquali, Pedro Saleiro, Rosaldo Rossetti
      Pages 355-366
  8. Artificial Life and Evolutionary Algorithms

    1. Front Matter
      Pages 367-367
    2. Ahmed Hassan, Nelishia Pillay
      Pages 369-381
    3. André Luiz Farias Novaes, Ricardo Tanscheit, Douglas Mota Dias
      Pages 382-394
    4. Renato R. M. Oliveira, Filipe Damasceno, Ronald Souza, Reginaldo Santos, Manoel Lima, Regiane Kawasaki et al.
      Pages 395-407
    5. António Simões, Tiago Baptista, Ernesto Costa
      Pages 408-420
    6. Diego Bento A. Teixeira, Cassio T. Batista, Afonso Jorge F. Cardoso, Josivaldo de S. Araújo
      Pages 421-432
  9. Business Applications of Artificial Intelligence

    1. Front Matter
      Pages 433-433
    2. Dulce Mota, Luis Paulo Reis, Carlos Vaz de Carvalho
      Pages 435-446
    3. Saulo Ruiz, Pedro Gomes, Luís Rodrigues, João Gama
      Pages 447-458
  10. Intelligent Robotics

    1. Front Matter
      Pages 459-459
    2. P. C. M. A. Farias, Ivo Sousa, Héber Sobreira, António Paulo Moreira
      Pages 461-472
    3. Nima Shafii, P. C. M. A. Farias, Ivo Sousa, Heber Sobreira, Luis Paulo Reis, Antonio Paulo Moreira
      Pages 473-485
    4. Catarina Silva, Jayakorn Vongkulbhisal, Manuel Marques, João Paulo Costeira, Manuela Veloso
      Pages 486-497

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 18th EPIA Conference on Artificial Intelligence, EPIA 2017, held in Porto, Portugal, in September 2017. 

The 69 revised full papers and 2 short papers presented were carefully reviewed and selected from a total of 177 submissions. The papers are organized in 16 tracks devoted to the following topics: agent-based modelling for criminological research (ABM4Crime), artificial intelligence in cyber-physical and distributed embedded systems (AICPDES), artificial intelligence in games (AIG), artificial intelligence in medicine (AIM), artificial intelligence in power and energy systems (AIPES), artificial intelligence in transportation systems (AITS), artificial life and evolutionary algorithms (ALEA), ambient intelligence and affective environments (AmIA), business applications of artificial intelligence (BAAI), intelligent robotics (IROBOT), knowledge discovery and business
intelligence (KDBI), knowledge representation and reasoning (KRR), multi-agent systems: theory and applications (MASTA), software engineering for autonomous and intelligent systems (SE4AIS), social simulation and modelling (SSM), and text mining and applications (TeMA).

Keywords

agents artificial intelligence classification classification accuracy data mining evolutionary algorithms genetic algorithms intelligent agents learning algorithms learning systems Multi-Agent Systems (MAS) machine learning natural language processing programming languages robotics semantics signal processing Social Networks (SN) Support Vector Machines (SVM) world wide web

Editors and affiliations

  1. 1.Universidade do Porto PortoPortugal
  2. 2.Universidade do Porto PortoPortugal
  3. 3.Polytechnic Institute of Porto PortoPortugal
  4. 4.Universidade do Porto PortoPortugal

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-65340-2
  • Copyright Information Springer International Publishing AG 2017
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-65339-6
  • Online ISBN 978-3-319-65340-2
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site