EPIA: Portuguese Conference on Artificial Intelligence

Progress in Artificial Intelligence

17th Portuguese Conference on Artificial Intelligence, EPIA 2015, Coimbra, Portugal, September 8-11, 2015. Proceedings

  • Francisco Pereira
  • Penousal Machado
  • Ernesto Costa
  • Amílcar Cardoso
Conference proceedings EPIA 2015

DOI: 10.1007/978-3-319-23485-4

Part of the Lecture Notes in Computer Science book series (LNCS, volume 9273)

Table of contents (81 papers)

  1. Front Matter
    Pages I-XXVI
  2. Ambient Intelligence and Affective Environments

    1. Front Matter
      Pages 1-1
    2. Defining Agents’ Behaviour for Negotiation Contexts
      João Carneiro, Diogo Martinho, Goreti Marreiros, Paulo Novais
      Pages 3-14
    3. Improving User Privacy and the Accuracy of User Identification in Behavioral Biometrics
      André Pimenta, Davide Carneiro, José Neves, Paulo Novais
      Pages 15-26
    4. Including Emotion in Learning Process
      Ana Raquel Faria, Ana Almeida, Constantino Martins, Ramiro Gonçalves, Lino Figueiredo
      Pages 27-32
    5. Ambient Intelligence: Experiments on Sustainability Awareness
      Fábio Silva, Cesar Analide
      Pages 33-38
  3. Artificial Intelligence in Medicine

    1. Front Matter
      Pages 39-39
    2. Reasoning with Uncertainty in Biomedical Models
      Andrea Franco, Marco Correia, Jorge Cruz
      Pages 41-53
    3. Smart Environments and Context-Awareness for Lifestyle Management in a Healthy Active Ageing Framework
      Davide Bacciu, Stefano Chessa, Claudio Gallicchio, Alessio Micheli, Erina Ferro, Luigi Fortunati et al.
      Pages 54-66
    4. Predicting Within-24h Visualisation of Hospital Clinical Reports Using Bayesian Networks
      Pedro Pereira Rodrigues, Cristiano Inácio Lemes, Cláudia Camila Dias, Ricardo Cruz-Correia
      Pages 91-102
    5. On the Efficient Allocation of Diagnostic Activities in Modern Imaging Departments
      Roberto Gatta, Mauro Vallati, Nicola Mazzini, Diane Kitchin, Andrea Bonisoli, Alfonso E. Gerevini et al.
      Pages 103-109
    6. Ontology-Based Information Gathering System for Patients with Chronic Diseases: Lifestyle Questionnaire Design
      Lamine Benmimoune, Amir Hajjam, Parisa Ghodous, Emmanuel Andres, Samy Talha, Mohamed Hajjam
      Pages 110-115
    7. Predicting Preterm Birth in Maternity Care by Means of Data Mining
      Sónia Pereira, Filipe Portela, Manuel F. Santos, José Machado, António Abelha
      Pages 116-121
    8. Clustering Barotrauma Patients in ICU–A Data Mining Based Approach Using Ventilator Variables
      Sérgio Oliveira, Filipe Portela, Manuel F. Santos, José Machado, António Abelha, Álvaro Silva et al.
      Pages 122-127
    9. Clinical Decision Support for Active and Healthy Ageing: An Intelligent Monitoring Approach of Daily Living Activities
      Antonis S. Billis, Nikos Katzouris, Alexander Artikis, Panagiotis D. Bamidis
      Pages 128-133
    10. Discovering Interesting Trends in Real Medical Data: A Study in Diabetic Retinopathy
      Vassiliki Somaraki, Mauro Vallati, Thomas Leo McCluskey
      Pages 134-140
  4. Artificial Intelligence in Transportation Systems

    1. Front Matter
      Pages 141-141
    2. A Column Generation Based Heuristic for a Bus Driver Rostering Problem
      Vítor Barbosa, Ana Respício, Filipe Alvelos
      Pages 143-156

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 17th Portuguese Conference on Artificial Intelligence, EPIA 2015, held in Coimbra, Portugal, in September 2015. The 45 revised full papers presented together with 36  revised short papers were carefully reviewed and selected from a total of 131 submissions.
EPIA 2015, following the standard EPIA format, covers a wide range of AI topics as follows: ambient intelligence and affective environments, artificial Intelligence in medicine, artificial intelligence in transportation systems, artificial life and evolutionary algorithms, computational methods in bioinformatics and systems biology, general artificial intelligence, intelligent information systems, intelligent robotics, knowledge discovery and business intelligence, multi-agent systems: theory and applications, social simulation and modelling, text mining and applications.

Keywords

Artificial Intelligence Distributed Artificial Intelligence Knowledge Representation and Reasoning Planning and Scheduling Search Methodologies Constraint Programming Control Methods Data Mining Evolutionary Algorithm Genetic Algorithm Health Services Heuristic Information Retrieval Machine Learning Multi-agent Systems Natural Language Processing Pattern Recognition Philosophical/theoretical Foundations of Artificial Intelligence Recommender System Social and Behavioral Sciences

Editors and affiliations

  • Francisco Pereira
    • 1
  • Penousal Machado
    • 2
  • Ernesto Costa
    • 3
  • Amílcar Cardoso
    • 4
  1. 1.ISEC - Coimbra Institute of EngineeringPolytechnic Institute of CoimbraCoimbraPortugal
  2. 2.CIUSC, Department of Informatics EngineeringUniversity of CoimbraCoimbraPortugal
  3. 3.CIUSC, Department of Informatics EngineeringUniversity of CoimbraCoimbraPortugal
  4. 4.CIUSC, Department of Informatics EngineeringUniversity of CoimbraCoimbraPortugal

Bibliographic information

  • Copyright Information Springer International Publishing Switzerland 2015
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-23484-7
  • Online ISBN 978-3-319-23485-4
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349