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E-raamat: Progress in Artificial Intelligence: 18th EPIA Conference on Artificial Intelligence, EPIA 2017, Porto, Portugal, September 5-8, 2017, Proceedings

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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).
Agent-Based Modelling for Criminological Research
An Agent-Based Aggression De-escalation Training Application for Football Referees
3(12)
Tibor Bosse
Ward van Breda
Nousha van Dijk
Jelmer Scholte
Agents Shaping Networks Shaping Agents: Integrating Social Network Analysis and Agent-Based Modeling in Computational Crime Research
15(13)
Nicola Lettieri
Antonio Altamura
Delfina Malandrino
Valentina Punzo
An Agent-Based Model Predicting Group Emotion and Misbehaviours in Stranded Passengers
28(13)
Lenin Medeiros
C. Natalie van der Wal
Towards Understanding the Impact of Crime on the Choice of Route by a Bus Passenger
41(10)
Daniel Sullivan
Carlos Caminha
Hygor P.M. Melo
Vasco Furtado
Exploring Anti-poaching Strategies for Wildlife Crime with a Simple and General Agent-Based Model
51(14)
Nick van Doormaal
Ambient Intelligence and Affective Environments
A SOA Web-Based Group Decision Support System Considering Affective Aspects
65(10)
Luis Conceicao
Joao Carneiro
Goreti Marreiros
Paulo Novais
Monitoring the Progress of Programming Students Supported by a Digital Teaching Assistant
75(12)
Nuno Gil Fonseca
Luis Macedo
Antonio Jose Mendes
Image Matching Algorithm Based on Hashes Extraction
87(8)
Alberto Rivas
Pablo Chamoso
Javier J. Martin-Limorti
Sara Rodriguez
Fernando de la Prieta
Javier Bajo
Unsupervised Stress Detection Algorithm and Experiments with Real Life Data
95(16)
Elena Vildjiounaite
Johanna Kallio
Jani Mantyjarvi
Vesa Kyllonen
Mikko Lindholm
Georgy Gimel'farb
Artificial Intelligence in Games
Iterative Parallel Sampling RRT for Racing Car Simulation
111(12)
Samuel Gomes
Joao Dias
Carlos Martinho
Multi-agent Double Deep Q-Networks
123(14)
David Simoes
Nuno Lau
Luis Paulo Reis
Artificial Intelligence in Medicine
A Deep Learning Method for ICD-10 Coding of Free-Text Death Certificates
137(13)
Francisco Duarte
Bruno Martins
Catia Sousa Pinto
Mario J. Silva
Robot Programming Through Whole-Body Interaction
150(12)
Marta Ferraz
Wheeze Detection Using Convolutional Neural Networks
162(12)
Kirill Kochetov
Evgeny Putin
Svyatoslav Azizov
Ilya Skorobogatov
Andrey Filchenkov
Multiclassifier System Using Class and Interclass Competence of Base Classifiers Applied to the Recognition of Grasping Movements in the Control of Bioprosthetic Hand
174(12)
Marek Kurzynski
Pawel Trajdos
Andrzej Wolczowski
Classifying Heart Sounds Using Images of MFCC and Temporal Features
186(18)
Diogo Marcelo Nogueira
Carlos Abreu Ferreira
Alipio M. Jorge
Discovering Interesting Associations in Gestation Course Data
204(13)
Inna Skarga-Bandurova
Tetiana Biloborodova
Maksym Nesterov
Artificial Intelligence in Power and Energy Systems
Severity Estimation of Stator Winding Short-Circuit Faults Using Cubist
217(12)
Tiago dos Santos
Fernando J.T.E. Ferreira
Joao Moura Pires
Carlos Viegas Damasio
Estimating Energy Consumption in Evolutionary Algorithms by Means of FRBS: Towards Energy-Aware Bioinspired Algorithms
229(12)
Josefa Diaz Alvarez
Francisco Chavez de La O
Juan Angel Garcia Martinez
Pedro Angel Castillo Valdivieso
Francisco Fernandez de Vega
Application of Robust Optimization Technique to the Energy Planning Problem
241(12)
Saulo C. de A. Ferreira
Jerson dos S. Carvalho
Leonardo W. de Oliveira
Tais L.O. Araujo
Edimar J. de Oliveira
Marina B.A. Souza
EnAPlug -- An Environmental Awareness Plug to Test Energy Management Solutions for Households
253(7)
Luis Gomes
Filipe Sousa
Zita Vale
Flower Pollination Algorithm Applied to the Economic Dispatch Problem with Multiple Fuels and Valve Point Effect
260(11)
Rafael Ochsendorf G. Souza
Ezequiel Silva Oliveira
Ivo Chaves Silva Junior
Andre Luis Marques Marcato
Marcos T.B. de Olveira
Dynamic and Static Transmission Network Expansion Planning via Harmony Search and Branch & Bound on a Hybrid Algorithm
271(12)
Luiz E. de Oliveira
Francisco D. Freitas
Ivo C. da Silva Jr.
Phillipe V. Gomes
Nord Pool Ontology to Enhance Electricity Markets Simulation in MASCEM
283(12)
Gabriel Santos
Tiago Pinto
Isabel Praca
Zita Vale
Electricity Rate Planning for the Current Consumer Market Scenario Through Segmentation of Consumption Time Series
295(14)
Alfredo Vellido
David L. Garcia
Artificial Intelligence in Transportation Systems
Towards Dynamic Rebalancing of Bike Sharing Systems: An Event-Driven Agents Approach
309(12)
Jeremias Dotted
Rolf Bruns
Jurgen Dunkel
Sascha Ossowski
Mobility Mining Using Nonnegative Tensor Factorization
321(10)
Hamid Eslami Nosratabadi
Hadi Fanaee-T
Joao Gama
Machine Learning for Pavement Friction Prediction Using Scikit-Learn
331(12)
Pedro Marcelino
Maria de Lurdes Antunes
Eduardo Fortunato
Marta Castilho Gomes
Optimising Cyclic Timetables with a SAT Approach: EPIA 2017
343(12)
Goncalo P. Matos
Luis Albino
Ricardo L. Saldanha
Ernesto M. Morgado
Transportation in Social Media: An Automatic Classifier for Travel-Related Tweets
355(14)
Joao Pereira
Arian Pasquali
Pedro Saleiro
Rosaldo Rossetti
Artificial Life and Evolutionary Algorithms
A Meta-Genetic Algorithm for Hybridizing Metaheuristics
369(13)
Ahmed Hassan
Nelishia Pillay
Econometric Genetic Programming in Binary Classification: Evolving Logistic Regressions Through Genetic Programming
382(13)
Andre Luiz Farias Novaes
Ricardo Tanscheit
Douglas Mota Dias
GAVGA: A Genetic Algorithm for Viral Genome Assembly
395(13)
Renato R.M. Oliveira
Filipe Damasceno
Ronald Souza
Reginaldo Santos
Manoel Lima
Regiane Kawasaki
Claudomiro Sales
Cartesian Genetic Programming in an Open-Ended Evolution Environment
408(13)
Antonio Simoes
Tiago Baptista
Ernesto Costa
A Genetic Algorithm Approach for Static Routing and Wavelength Assignment in All-Optical WDM Networks
421(14)
Diego Bento A. Teixeira
Cassio T. Batista
Afonso Jorge F. Cardoso
Josivaldo de S. Araujo
Business Applications of Artificial Intelligence
A Recommender Model of Teaching-Learning Techniques
435(12)
Dulce Mota
Luis Paulo Reis
Carlos Vaz de Carvalho
Credit Scoring in Microfinance Using Non-traditional Data
447(14)
Saulo Ruiz
Pedro Gomes
Luis Rodrigues
Joao Gama
Intelligent Robotics
Approach for Supervising Self-localization Processes in Mobile Robots
461(12)
P.C.M.A. Farias
Ivo Sousa
Heber Sobreira
Antonio Paulo Moreira
Autonomous Interactive Object Manipulation and Navigation
Capabilities for an Intelligent Wheelchair
473(13)
Nima Shafii
P.C.M.A. Farias
Ivo Sousa
Heber Sobreira
Luis Paulo Reis
Antonio Paulo Moreira
Feedbot - A Robotic Arm for Autonomous Assisted Feeding
486(12)
Catarina Silva
Jayakorn Vongkulbhisal
Manuel Marques
Joao Paulo Costeira
Manuela Veloso
Improving and Benchmarking Motion Planning for a Mobile Manipulator Operating in Unstructured Environments
498(15)
Andrea Tudico
Nuno Lau
Eurico Pedrosa
Filipe Amaral
Claudio Mazzotti
Marco Carricato
Knowledge Discovery and Business Intelligence
Exploring Resampling with Neighborhood Bias on Imbalanced Regression Problems
513(12)
Paula Bronco
Luis Torgo
Rita P. Ribeiro
A Feature Selection Algorithm Based on Heuristic Decomposition
525(12)
Luis Cavique
Armando B. Mendes
Hugo F.M.C. Martiniano
Mining Rational Team Concert Repositories: A Case Study on a Software Project
537(12)
Pedro Cunha
Andre Ferreira
Paulo Cortez
Predictive Teaching and Learning
549(12)
Cristiano Galafassi
Fabiane Flores Penteado Galafassi
Rosa Maria Vicari
Multi-objective Learning of Neural Network Time Series Prediction Intervals
561(12)
Pedro Jose Pereira
Paulo Cortez
Rui Mendes
Toward a Token-Based Approach to Concern Detection in MATLAB Sources
573(12)
Miguel P. Monteiro
Nuno C. Marques
Bruno Silva
Bruno Palma
Joao Cardoso
Food Truck Recommendation Using Multi-label Classification
585(12)
Adriano Rivolli
Larissa C. Parker
Andre C.P.L.F. de Carvalho
Improving Incremental Recommenders with Online Bagging
597(14)
Joao Vinagre
Alipio Mario Jorge
Joao Gama
Knowledge Representation and Reasoning
Tableaux for Hybrid XPath with Data
611(13)
Carlos Areces
Raul Fervari
Nahuel Seller
On the Properties of Atom Definability and Well-Supportedness in Logic Programming
624(13)
Pedro Cabalar
Jorge Fandinno
Luis Farinas
David Pearce
Agustin Valverde
Haspie - A Musical Harmonisation Tool Based on ASP
637(6)
Pedro Cabalar
Rodrigo Martin
Iterative Variable Elimination in ASP
643(14)
Ricardo Goncalves
Matthias Knorr
Joao Leite
Logic-Based Encodings for Ricochet Robots
657(13)
Filipe Gouveia
Pedro T. Monteiro
Vasco Manquinho
Ines Lynce
An Achilles' Heel of Term-Resolution
670(11)
Mikolas Janota
Joao Marques-Silva
Horn Maximum Satisfiability: Reductions, Algorithms and Applications
681(14)
Joao Marques-Silva
Alexey Ignatiev
Antonio Morgado
Not Too Big, Not Too Small... Complexities of Fixed-Domain
Reasoning in First-Order and Description Logics
695(14)
Sebastian Rudolph
Lukas Schweizer
Reactive Maintenance Policies over Equalized States in Dynamic Environments
709(18)
Zeynep G. Saribatur
Chitta Baral
Thomas Eiter
Multi-agent Systems: Theory and Applications
Multi-agent Based File Replication and Consistency Management
727(12)
Serkan Akdemir
Nadia Erdogan
Online Learning for Conversational Agents
739(14)
Vania Mendonca
Francisco S. Melo
Luisa Coheur
Alberto Sardinha
Social Simulation and Modelling
Simulating Behaviors of Children with Autism Spectrum Disorders Through Reversal of the Autism Diagnosis Process
753(13)
Kim Baraka
Francisco S. Melo
Manuela Veloso
An Adaptive Simulation Tool for Evacuation Scenarios
766(12)
Daniel Formolo
C. Natalie van der Wal
A Stochastic Approach of SIRC Model Using Individual-Based Epidemiological Models
778(11)
Arlindo Rodrigues Galvao Filho
Telma Woerle de Lima
Anderson da Silva Soares
Clarimar Jose Coelho
Incorporating Learning into Decision Making in Agent Based Models
789(14)
Pia Ramchandani
Mark Paich
Anand Rao
Text Mining and Applications
The Complementary Nature of Different NLP Toolkits for Named Entity Recognition in Social Media
803(12)
Filipe Batista
Alvaro Figueira
Aspect-Based Opinion Mining in Drug Reviews
815(13)
Diana Cavalcanti
Ricardo Prudencio
Unsupervised Approaches for Computing Word Similarity in Portuguese
828(13)
Hugo Goncalo Oliveira
Gradually Improving the Computation of Semantic Textual Similarity in Portuguese
841(14)
Hugo Goncalo Oliveira
Ana Oliveira Alves
Ricardo Rodrigues
Towards a Mention-Pair Model for Coreference Resolution in Portuguese
855(13)
Gil Rocha
Henrique Lopes Cardoso
Recognizing Textual Entailment and Paraphrases in Portuguese
868(12)
Gil Rocha
Henrique Lopes Cardoso
Learning Word Embeddings from the Portuguese Twitter Stream: A Study of Some Practical Aspects
880(13)
Pedro Saleiro
Luis Sarmento
Eduarda Mendes Rodrigues
Carlos Soares
Eugenio Oliveira
Author Index 893