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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
Conference proceedings EPIA 2017

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
    PDF

  2. Agent-Based Modelling for Criminological Research

    1. Front Matter
      Pages 1-1
      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
      PDF
    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
      PDF
    2. A SOA Web-Based Group Decision Support System Considering Affective Aspects
      Luís Conceição, João Carneiro, Goreti Marreiros, Paulo Novais
      Pages 65-74
      PDF
    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
      PDF

  4. Artificial Intelligence in Games

    1. Front Matter
      Pages 109-109
      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
      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, Evgeny Putin, 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
    6. Classifying Heart Sounds Using Images of MFCC and Temporal Features
      Diogo Marcelo Nogueira, Carlos Abreu Ferreira, Alípio M. Jorge
      Pages 186-203
    7. Discovering Interesting Associations in Gestation Course Data
      Inna Skarga-Bandurova, Tetiana Biloborodova, Maksym Nesterov
      Pages 204-214

  6. Artificial Intelligence in Power and Energy Systems

    1. Front Matter
      Pages 215-215
      PDF
    2. Severity Estimation of Stator Winding Short-Circuit Faults Using Cubist
      Tiago dos Santos, Fernando J. T. E. Ferreira, João Moura Pires, Carlos Viegas Damásio
      Pages 217-228
    3. Estimating Energy Consumption in Evolutionary Algorithms by Means of FRBS
      Josefa Díaz Álvarez, Francisco Chávez de La O, Juan Ángel García Martínez, Pedro Ángel Castillo Valdivieso, Francisco Fernández de Vega
      Pages 229-240
    4. Application of Robust Optimization Technique to the Energy Planning Problem
      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
      PDF
    5. EnAPlug – An Environmental Awareness Plug to Test Energy Management Solutions for Households
      Luis Gomes, Filipe Sousa, Zita Vale
      Pages 253-259
    6. Flower Pollination Algorithm Applied to the Economic Dispatch Problem with Multiple Fuels and Valve Point Effect
      Rafael Ochsendorf G. Souza, Ezequiel Silva Oliveira, Ivo Chaves Silva Junior, André Luís Marques Marcato, Marcos T. B. de Oliveira
      Pages 260-270
    7. Dynamic and Static Transmission Network Expansion Planning via Harmony Search and Branch & Bound on a Hybrid Algorithm
      Luiz E. de Oliveira, Francisco D. Freitas, Ivo C. da Silva Jr., Phillipe V. Gomes
      Pages 271-282
      PDF
    8. Nord Pool Ontology to Enhance Electricity Markets Simulation in MASCEM
      Gabriel Santos, Tiago Pinto, Isabel Praça, Zita Vale
      Pages 283-294
    9. Electricity Rate Planning for the Current Consumer Market Scenario Through Segmentation of Consumption Time Series
      Alfredo Vellido, David L. García
      Pages 295-306

  7. Artificial Intelligence in Transportation Systems

    1. Front Matter
      Pages 307-307
      PDF
    2. Towards Dynamic Rebalancing of Bike Sharing Systems: An Event-Driven Agents Approach
      Jeremias Dötterl, Ralf Bruns, Jürgen Dunkel, Sascha Ossowski
      Pages 309-320
      PDF
    3. Mobility Mining Using Nonnegative Tensor Factorization
      Hamid Eslami Nosratabadi, Hadi Fanaee-T, Joao Gama
      Pages 321-330
      PDF
    4. Machine Learning for Pavement Friction Prediction Using Scikit-Learn
      Pedro Marcelino, Maria de Lurdes Antunes, Eduardo Fortunato, Marta Castilho Gomes
      Pages 331-342
    5. Optimising Cyclic Timetables with a SAT Approach
      Gonçalo P. Matos, Luís Albino, Ricardo L. Saldanha, Ernesto M. Morgado
      Pages 343-354
    6. Transportation in Social Media: An Automatic Classifier for Travel-Related Tweets
      João Pereira, Arian Pasquali, Pedro Saleiro, Rosaldo Rossetti
      Pages 355-366

  8. Artificial Life and Evolutionary Algorithms

    1. Front Matter
      Pages 367-367
      PDF
    2. A Meta-Genetic Algorithm for Hybridizing Metaheuristics
      Ahmed Hassan, Nelishia Pillay
      Pages 369-381
      PDF
    3. Econometric Genetic Programming in Binary Classification: Evolving Logistic Regressions Through Genetic Programming
      André Luiz Farias Novaes, Ricardo Tanscheit, Douglas Mota Dias
      Pages 382-394
    4. GAVGA: A Genetic Algorithm for Viral Genome Assembly
      Renato R. M. Oliveira, Filipe Damasceno, Ronald Souza, Reginaldo Santos, Manoel Lima, Regiane Kawasaki et al.
      Pages 395-407
    5. Cartesian Genetic Programming in an Open-Ended Evolution Environment
      António Simões, Tiago Baptista, Ernesto Costa
      Pages 408-420
    6. A Genetic Algorithm Approach for Static Routing and Wavelength Assignment in All-Optical WDM Networks
      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
      PDF
    2. A Recommender Model of Teaching-Learning Techniques
      Dulce Mota, Luis Paulo Reis, Carlos Vaz de Carvalho
      Pages 435-446
    3. Credit Scoring in Microfinance Using Non-traditional Data
      Saulo Ruiz, Pedro Gomes, Luís Rodrigues, João Gama
      Pages 447-458
      PDF

  10. Intelligent Robotics

    1. Front Matter
      Pages 459-459
      PDF
    2. Approach for Supervising Self-localization Processes in Mobile Robots
      P. C. M. A. Farias, Ivo Sousa, Héber Sobreira, António Paulo Moreira
      Pages 461-472
    3. Autonomous Interactive Object Manipulation and Navigation Capabilities for an Intelligent Wheelchair
      Nima Shafii, P. C. M. A. Farias, Ivo Sousa, Heber Sobreira, Luis Paulo Reis, Antonio Paulo Moreira
      Pages 473-485
    4. Feedbot - A Robotic Arm for Autonomous Assisted Feeding
      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 PortoPortoPortugal
  2. 2.Universidade do PortoPortoPortugal
  3. 3.Polytechnic Institute of PortoPortoPortugal
  4. 4.Universidade do PortoPortoPortugal

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