Proceedings

 

 

Proceedings of the 15th Portuguese Conference on Artificial Intelligence

Luis Antunes, H. Sofia Pinto, Rui Prada, Paulo Trigo (Eds.)

ISBN: 978-989-95618-4-7

 

Preface

[Pag. I-XXIII]

 

Affective Computing

 

Empathic Virtual Buddy: Setting Up Informed Empathic Responses

Janneke Van Der Zwaan, Virginia Dignum, Joost Broekens and Catholijn Jonker

[Pag. 1-15]

 

A Theory to Measure Participant Satisfaction in a Meeting Supported by a GDSS

João Carneiro, Ricardo Santos, Goreti Marreiros and João Laranjeira

[Pag. 16-30]

 

Ambient Intelligence Environments

 

Using Multi-Layer Perceptrons to Enhance the Performance of Indoor RTLS

Dante Tapia, Javier Bajo, Juan Francisco De Paz Santana, Ricardo S Alonso, Sara Rodríguez and Juan M. Corchado

[Pag. 31-39]

 

Automatic Attention Estimation in an Interactive System based on Behaviour Analysis

Benedikt Gollan, Bernhard Wally and Alois Ferscha

[Pag. 40-54]

 

Loosely Coupling between Service and Context in Ambient Computing Environments

Ichiro Satoh

[Pag. 55-69]

 

Artificial Intelligence Methodologies for Games

 

Identifying Players Strategies in No Limit Texas Holdem Poker through the Analysis of Individual Moves

Lus Filipe Teófilo and Luís Paulo Reis

[Pag. 70-83]

 

Development of a Generic Interface System for Developing Abstract BoardGames

Ivo Paz Reis and Luís Paulo Reis

[Pag. 84-97]

 

Artificial Intelligence in Transportation Systems

 

Multiobjective route planning with precalculated heuristics

Enrique Machuca and Lawrence Mandow

[Pag. 98-107]

 

Real-Time Incidents Detection in the Highways of the Future

Antonio Pecharromán, Nuria Sánchez, Juan Torres and José Manuel Menéndez

[Pag. 108-121]

 

A negotiation based approach to Airlines Operations recovery

António J. M. Castro, António Pereira, Leonardo Fraga, Ana Paula Rocha and Eugénio Oliveira

[Pag. 122-136]

 

Artificial Life and Evolutionary Algorithms

 

Reinsertion of Old Genetic Material: Second Chance GP

Mauro Castelli, Luca Manzoni and Leonardo Vanneschi

[Pag. 137-151]

 

Experiments on Controlling Overfitting in Genetic Programming

Ivo Gonçalves and Sara Silva

[Pag. 152-166]

 

A Multi-path Planning Approach Based on a Genetic Algorithm for a Robot Fleet Working in Arable Crops

Jesus Conesa, Angela Ribeiro and Gonzalo Pajares

[Pag. 167-181]

 

Partner classification in partner selection

Pedro Mariano and Luís Correia

[Pag. 182-193]

 

Multi-caste Ant Colony Optimization Algorithms

Leonor Melo, Francisco Pereira and Ernesto Costa

[Pag. 194-208]

 

Noise and Intermediate Asynchronism in Cellular Automata with Sampling Compensation

Fernando Silva and Luís Correia

[Pag. 209-222]

 

PSO Tuned PI/PID Controller for Open-Loop Unstable Processes with TimeDelay

Nelendran Pillay and Poobalan Govender

[Pag. 223-237]

 

Computational Logic with Applications

 

Proximity-based Unification

Pascual Julián-Iranzo and Clemente Rubio-Manzano

[Pag. 238-252]

 

A Simple Table Space Design for Retroactive Call Subsumption

Flávio Cruz and Ricardo Rocha

[Pag. 253-267]

 

On the Semantics of Heterogeneous Querying of Relational, XML, and RDF data with XSPARQL

Nuno Lopes, Stefan Bischof, Stefan Decker and Axel Polleres

[Pag. 268-282]

 

Every normal logic program has a 2-valued Minimal Hypotheses semantics

Alexandre Miguel Pinto and Luís Moniz Pereira

[Pag. 283-297]

 

Data acquisition and modeling for learning and reasoning in probabilistic logic environment

Dimitar Shterionov and Gerda Janssens

[Pag. 298-312]

 

From Proof Trees to Justificatory Answering

Newton José Vieira, Isabel Gomes Barbosa, and Carlos Camarão de Figueiredo

[Pag. 313-327]

 

General Artificial Intelligence

 

Using CBR for Portuguese Question Generation

Daniel Diéguez Arias, Ricardo Rodrigues and Paulo Gomes

[Pag. 328-341]

 

A Belief Function Model for Ascribing Causality

Imen Boukhris, Salem Benferhat and Zied Elouedi

[Pag. 342-356]

 

Covering Arrays Construction Using OSCAR

Oscar Alejandro Carrizales-Turrubiates, Nelson Rangel-Valdez and Jose Torres-Jimenez

[Pag. 357-371]

 

Using Ontologies to Abstract Relational Databases Conceptual Model

Ricardo André Pereira Freitas and José Carlos Ramalho

[Pag. 372-384]

 

Intelligent Robotics

 

Generic Optimization of Humanoid Robots’ Behaviours

Luís Cruz and Luís Paulo Reis and Luís Rei

[Pag. 385-397]

 

Localizing an NXT Lego Robot via infra-red beacons

Heber Sobreira, Filipe Santos, Hugo Alves and António Paulo Moreira

[Pag. 398-412]

 

Indoor Robot Localization and Navigation Using a Depth Camera

João Cunha, Eurico Pedrosa, Cristóvão Cruz, António J. R. Neves and Nuno Lau

[Pag. 413-424]

 

Integrated Exploration of an Indoor Environment with SLAM Technique

Adão De Melo Neto, Paulo Fernando Ferreira Rosa and Paulo Cézar Pellanda

[Pag. 425-439]

 

Fuzzy Visual Servo Control applied to Autonomous Driving

Paulo Gonçalves, Paulo Lopes, Pedro Torres and José Sequeira

[Pag. 440-452]

 

Autonomous calibration for the kicking device of a soccer robot

Ricardo Dias, António J. R. Neves and José Luís Azevedo

[Pag. 453-462]

 

Knowledge Discovery and Business Intelligence

 

A New Algorithm for Learning Planning Operators from Unlabelled Execution Traces

Hugo Ferreira, Rui Carlos Camacho De Sousa Ferreira da Silva and João José Da Cunha E Silva Pinto Ferreira

[Pag. 463-477]

 

WiMAX traffic analysis and Base stations classification in terms of LRD

Cristina Stolojescu, Sorin Moga, Philippe Lenca and Alexandru Isar

[Pag. 478-490]

 

Logical Analysis of Inconsistent Data (LAID) for a Paremiologic Study

Luís Cavique, Armando B. Mendes and Matthias Funk

[Pag. 491-504]

 

A stock market crash alarm system based on an Hurst Index Neural Network

Alexandre Raposo, Diogo Matos, Carlos Gomes and Nuno C. Marques

[Pag. 505-519]

 

Clustering Stock Market values with a Self-Organized feature Map

Nuno C. Marques and Bruno Silva

[Pag. 520-534]

 

Identification of Important Factors to Success of Organizational Data Mining

Uros Bole, Jurij Jaklic, Jure Zabkar and Gregor Papa

[Pag. 535-549]

 

Attribute Selection in Hedonic Pricing Modeling applied to the Portuguese Urban Housing Market

Paulo Batista, Gladys Castillo, João Marques and Eduardo Castro

[Pag. 550-564]

 

Multi-Agent Systems: Theory and Applications

 

An Agent Decision Model for an Adaptive Supervision of Distributed Systems

Cédric Herpson, Amal El Fallah Seghrouchni and Vincent Corruble

[Pag. 565-579]

 

Meta-axioms and Complex Preferences in Evolving Logical Agents

Stefania Costantini, Pierangelo Dell’Acqua, Luís Moniz Pereira and Francesca Toni

[Pag. 580-594]

 

Multi-Agent System for Credit Scoring

Fábio Silva and César Analide

[Pag. 595-608]

 

Applying a UML Metamodel to the Requirements Modeling in Multi-Agents Systems Projects - The APA Case Study

Gilleanes Guedes and Rosa Vicari

[Pag. 609-623]

 

Social Simulation and Modeling

 

Modeling and Simulation of Firms’ Growth in Business Markets using the Moran Process

Cláudia Moreiras, Cristina Matias and Pedro Campos

[Pag. 624-635]

 

Imitation based Multi Agent System

Sorin Moga and Hervé Le Guen

[Pag. 636-649]

 

Social Learning and Power Broker Dynamics in Societies in Conflict

Seyed Mussavi Rizi, Armando Geller and Maciej Latek

[Pag. 650-659]

 

Text Mining and Applications

 

Text Categorization: An extensive comparison of classifiers, feature selection metrics and document representation

Filipa Peleja, Gabriel Lopes and Joaquim Silva

[Pag. 660-674]

 

Managing and Querying a Bilingual Lexicon with Suffix Trees

Jorge Costa, Luís Gomes, Gabriel Lopes and Luis M. S. Russo

[Pag. 675-689]

 

Using SVMs for Filtering Translation Tables for Parallel Corpora Alignment

K. M. Kavitha, Luís Gomes and Gabriel Pereira Lopes

[Pag. 690-702]

 

Extracting Lexical-Semantic Knowledge from the Portuguese Wiktionary

Leticia Antén Pérez, Hugo Gonçalo Oliveira and Paulo Gomes

[Pag. 703-717]

 

Extracting Biographical Sentences from Textual Documents

Sérgio Soares, Bruno Martins and Pável Calado

[Pag. 718-730]

 

CABLE - Correlated Approach on BiLingual Evaluation

Pedro Correia, António Leitão, Luís Macedo and Amílcar Cardoso

[Pag. 731-744]

 

A Machine Learning Method for Resolving Temporal References in Text

Vítor Loureiro, Bruno Martins and Pável Calado

[Pag. 745-759]

 

Ontology Driven Knowledge Extraction System with Application in e-Government

Mário Rodrigues, Gonçalo Paiva Dias and António Teixeira

[Pag. 760-774]

 

Extracting Multiword Expressions using Noun Phrase Enumerations in Specialized Domains: first experiences

Merley Da Silva Conrado, Walter Koza, Josuka Díaz Labrador, Joseba K. Abaitua Odriozola, Solange Oiveira Rezende, Thiago Alexandre Salgueiro Pardo and Zulema Solana

[Pag. 775-789]

 

Text classification using Semantic Information and Graph Kernels

Miguel Gaspar, Teresa Gonçalves and Paulo Quaresma

[Pag. 790-802]

 

Ontologising Relational Triples into a Portuguese Thesaurus

Hugo Gonçalo Oliveira and Paulo Gomes

[Pag. 803-817]

 

Named Entity Recognition using Machine Learning techniques

Nuno Miranda, Ricardo Raminhos, Pedro Seabra, João Sequeira, Teresa Gonçalves and Paulo Quaresma

[Pag. 818-831]

 

A minimally supervised approach for question generation: what can we learn from a single seed?

Sérgio Curto, Ana Cristina Mendes and Luísa Coheur

[Pag. 832-844]

 

Doctoral Symposium on Artificial Intelligence

 

Studying Researcher Communities using Text Mining on Online Bibliographic Databases

Luís Trigo

[Pag. 845-857]

 

Arguing over Evidences for Establishing Contracts

Pedro Brandão Neto, Ana Paula Rocha and Henrique Lopes Cardoso

[Pag. 858-871]

 

Software Image for Learning by Observation

Paulo R. A. M. Costa and Luís Miguel Botelho

[Pag. 872-884]

 

The Role of Surprise in Agent-based Computational Economics (ACE)

Davi Baccan and Luís Macedo

[Pag. 885-896]