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Progress in Artificial Intelligence

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

  • Conference proceedings
  • © 2017
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Overview

Editors:
  1. Eugénio Oliveira

    1. Universidade do Porto, Porto, Portugal

  2. João Gama

    1. Universidade do Porto, Porto, Portugal

  3. Zita Vale

    1. Polytechnic Institute of Porto, Porto, Portugal

  4. Henrique Lopes Cardoso

    1. Universidade do Porto, Porto, Portugal

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

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

Included in the following conference series:

Conference proceedings info: EPIA 2017.

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About this book

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).

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Table of contents (72 papers)

  1. Front Matter

    Pages I-XXXI
    Download chapter PDF

  2. Agent-Based Modelling for Criminological Research

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. An Agent-Based Aggression De-escalation Training Application for Football Referees

      • Tibor Bosse, Ward van Breda, Nousha van Dijk, Jelmer Scholte
      Pages 3-14

    3. Agents Shaping Networks Shaping Agents: Integrating Social Network Analysis and Agent-Based Modeling in Computational Crime Research

      • Nicola Lettieri, Antonio Altamura, Delfina Malandrino, Valentina Punzo
      Pages 15-27

    4. An Agent-Based Model Predicting Group Emotion and Misbehaviours in Stranded Passengers

      • Lenin Medeiros, C. Natalie van der Wal
      Pages 28-40

    5. Towards Understanding the Impact of Crime on the Choice of Route by a Bus Passenger

      • Daniel Sullivan, Carlos Caminha, Hygor P. M. Melo, Vasco Furtado
      Pages 41-50

    6. Exploring Anti-poaching Strategies for Wildlife Crime with a Simple and General Agent-Based Model

      • Nick van Doormaal
      Pages 51-62

  3. Ambient Intelligence and Affective Environments

    1. Front Matter

      Pages 63-63
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    2. A SOA Web-Based Group Decision Support System Considering Affective Aspects

      • Luís Conceição, João Carneiro, Goreti Marreiros, Paulo Novais
      Pages 65-74

    3. Monitoring the Progress of Programming Students Supported by a Digital Teaching Assistant

      • Nuno Gil Fonseca, Luís Macedo, António José Mendes
      Pages 75-86

    4. Image Matching Algorithm Based on Hashes Extraction

      • Alberto Rivas, Pablo Chamoso, Javier J. Martín-Limorti, Sara Rodríguez, Fernando de la Prieta, Javier Bajo
      Pages 87-94

    5. Unsupervised Stress Detection Algorithm and Experiments with Real Life Data

      • 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
      Download chapter PDF

    2. Iterative Parallel Sampling RRT for Racing Car Simulation

      • Samuel Gomes, João Dias, Carlos Martinho
      Pages 111-122

    3. Multi-agent Double Deep Q-Networks

      • David Simões, Nuno Lau, Luís Paulo Reis
      Pages 123-134

  5. Artificial Intelligence in Medicine

    1. Front Matter

      Pages 135-135
      Download chapter PDF

    2. A Deep Learning Method for ICD-10 Coding of Free-Text Death Certificates

      • Francisco Duarte, Bruno Martins, Cátia Sousa Pinto, Mário J. Silva
      Pages 137-149

    3. Robot Programming Through Whole-Body Interaction

      • Marta Ferraz
      Pages 150-161

    4. Wheeze Detection Using Convolutional Neural Networks

      • Kirill Kochetov, Eugene Lane, Svyatoslav Azizov, Ilya Skorobogatov, Andrey Filchenkov
      Pages 162-173

    5. Multiclassifier System Using Class and Interclass Competence of Base Classifiers Applied to the Recognition of Grasping Movements in the Control of Bioprosthetic Hand

      • Marek Kurzynski, Pawel Trajdos, Andrzej Wolczowski
      Pages 174-185
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Other volumes

  1. Progress in Artificial Intelligence

Editors and Affiliations

  • Universidade do Porto, Porto, Portugal

    Eugénio Oliveira, João Gama, Henrique Lopes Cardoso

  • Polytechnic Institute of Porto, Porto, Portugal

    Zita Vale

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