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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

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

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 9273)

Table of contents

  1. Front Matter
    Pages I-XXVI
    PDF

  2. Ambient Intelligence and Affective Environments

    1. Front Matter
      Pages 1-1
      PDF
    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
      PDF
    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. Gradient: A User-Centric Lightweight Smartphone Based Standalone Fall Detection System
      Ajay Bhatia, Suman Kumar, Vijay Kumar Mago
      Pages 67-78
    5. Towards Diet Management with Automatic Reasoning and Persuasive Natural Language Generation
      Luca Anselma, Alessandro Mazzei
      Pages 79-90
    6. 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
    7. 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
    8. 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
    9. 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
    10. 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
    11. 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
    12. 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
      PDF
    2. A Column Generation Based Heuristic for a Bus Driver Rostering Problem
      Vítor Barbosa, Ana Respício, Filipe Alvelos
      Pages 143-156
    3. A Conceptual MAS Model for Real-Time Traffic Control
      Cristina Vilarinho, José Pedro Tavares, Rosaldo J. F. Rossetti
      Pages 157-168
    4. Prediction of Journey Destination in Urban Public Transport
      Vera Costa, Tânia Fontes, Pedro Maurício Costa, Teresa Galvão Dias
      Pages 169-180
    5. Demand Modelling for Responsive Transport Systems Using Digital Footprints
      Paulo Silva, Francisco Antunes, Rui Gomes, Carlos Bento
      Pages 181-186

  5. Artificial Life and Evolutionary Algorithms

    1. Front Matter
      Pages 187-187
      PDF
    2. A Case Study on the Scalability of Online Evolution of Robotic Controllers
      Fernando Silva, Luís Correia, Anders Lyhne Christensen
      Pages 189-200
    3. Spatial Complexity Measure for Characterising Cellular Automata Generated 2D Patterns
      Mohammad Ali Javaheri Javid, Tim Blackwell, Robert Zimmer, Mohammad Majid Al-Rifaie
      Pages 201-212
    4. Electricity Demand Modelling with Genetic Programming
      Mauro Castelli, Matteo De Felice, Luca Manzoni, Leonardo Vanneschi
      Pages 213-225
    5. The Optimization Ability of Evolved Strategies
      Nuno Lourenço, Francisco B. Pereira, Ernesto Costa
      Pages 226-237
    6. Evolution of a Metaheuristic for Aggregating Wisdom from Artificial Crowds
      Christopher J. Lowrance, Omar Abdelwahab, Roman V. Yampolskiy
      Pages 238-249
    7. The Influence of Topology in Coordinating Collective Decision-Making in Bio-hybrid Societies
      Rob Mills, Luís Correia
      Pages 250-261
    8. A Differential Evolution Algorithm for Optimization Including Linear Equality Constraints
      Helio J. C. Barbosa, Rodrigo L. Araujo, Heder S. Bernardino
      Pages 262-273
    9. Multiobjective Firefly Algorithm for Variable Selection in Multivariate Calibration
      Lauro Cássio Martins de Paula, Anderson da Silva Soares
      Pages 274-279
    10. Semantic Learning Machine: A Feedforward Neural Network Construction Algorithm Inspired by Geometric Semantic Genetic Programming
      Ivo Gonçalves, Sara Silva, Carlos M. Fonseca
      Pages 280-285
    11. Eager Random Search for Differential Evolution in Continuous Optimization
      Miguel Leon, Ning Xiong
      Pages 286-291
    12. Learning from Play: Facilitating Character Design Through Genetic Programming and Human Mimicry
      Swen E. Gaudl, Joseph Carter Osborn, Joanna J. Bryson
      Pages 292-297
    13. Memetic Algorithm for Solving the 0-1 Multidimensional Knapsack Problem
      Abdellah Rezoug, Dalila Boughaci, Mohamed Badr-El-Den
      Pages 298-304
    14. Synthesis of In-Place Iterative Sorting Algorithms Using GP: A Comparison Between STGP, SFGP, G3P and GE
      David Pinheiro, Alberto Cano, Sebastián Ventura
      Pages 305-310

  6. Computational Methods in Bioinformatics and Systems Biology

    1. Front Matter
      Pages 311-311
      PDF
    2. Variable Elimination Approaches for Data-Noise Reduction in 3D QSAR Calculations
      Rafael Dolezal, Agata Bodnarova, Richard Cimler, Martina Husakova, Lukas Najman, Veronika Racakova et al.
      Pages 313-325
    3. Pattern-Based Biclustering with Constraints for Gene Expression Data Analysis
      Rui Henriques, Sara C. Madeira
      Pages 326-339
    4. A Critical Evaluation of Methods for the Reconstruction of Tissue-Specific Models
      Sara Correia, Miguel Rocha
      Pages 340-352
    5. Fuzzy Clustering for Incomplete Short Time Series Data
      Lúcia P. Cruz, Susana M. Vieira, Susana Vinga
      Pages 353-359

  7. General Artificial Intelligence

    1. Front Matter
      Pages 361-361
      PDF
    2. Allowing Cyclic Dependencies in Modular Logic Programming
      João Moura, Carlos Viegas Damásio
      Pages 363-375
    3. Probabilistic Constraint Programming for Parameters Optimisation of Generative Models
      Massimiliano Zanin, Marco Correia, Pedro A. C. Sousa, Jorge Cruz
      Pages 376-387
    4. Reasoning over Ontologies and Non-monotonic Rules
      Vadim Ivanov, Matthias Knorr, João Leite
      Pages 388-401
    5. On the Cognitive Surprise in Risk Management: An Analysis of the Value-at-Risk (VaR) Historical
      Davi Baccan, Elton Sbruzzi, Luis Macedo
      Pages 402-413
    6. Logic Programming Applied to Machine Ethics
      Ari Saptawijaya, Luís Moniz Pereira
      Pages 414-422

  8. Intelligent Information Systems

    1. Front Matter
      Pages 423-423
      PDF
    2. Are Collaborative Filtering Methods Suitable for Student Performance Prediction?
      Hana Bydžovská
      Pages 425-430

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

  • DOI https://doi.org/10.1007/978-3-319-23485-4
  • 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
  • Buy this book on publisher's site