Trends in applied intelligent systems : 23rd International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2010, Cordoba, Spain, June 1-4, 2010, Proceedings, Part I

Table of Contents – Part I Application Systems Tabu Search with Consistent Neighbourhood for Strip Packing . . . . . . . . . 1 Giglia G´omez-Villouta, Jean-Philippe Hamiez, and Jin-Kao Hao Transition State Layer in the Immune Inspired Optimizer . . . . . . . . . . . . . 11 Konrad Wojdan, Konrad Swirski, and Michal Warchol Improving Timetable Quality in Scheduled Transit Networks . . . . . . . . . . 21 Val´erie Guihaire and Jin-Kao Hao An Investigation of IDA* Algorithms for the Container Relocation Problem . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 31 Huidong Zhang, Songshan Guo, Wenbin Zhu, Andrew Lim, and Brenda Cheang MADS/F-Race: Mesh Adaptive Direct Search Meets F-Race . . . . . . . . . . . . 41 Zhi Yuan, Thomas St¨utzle, and Mauro Birattari Application to Robotics An Improvement in Audio-Visual Voice Activity Detection for Automatic Speech Recognition. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 51 Takami Yoshida, Kazuhiro Nakadai, and Hiroshi G. Okuno Robust Ego Noise Suppression of a Robot . . . . . . . . . . . . . . . . . . . . . . . . . . . 62 G¨okhan Ince, Kazuhiro Nakadai, Tobias Rodemann, Hiroshi Tsujino, and Jun-Ichi Imura Integrating a PDDL-Based Planner and a PLEXIL-Executor into the Ptinto Robot . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 72 Pablo Mu˜noz, Mar´ıa D. R-Moreno, and Bonifacio Casta˜no Finding the Maximal Pose Error in Robotic Mechanical Systems Using Constraint Programming . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 82 Nicolas Berger, Ricardo Soto, Alexandre Goldsztejn, St´ephane Caro, and Philippe Cardou Down-Up-Down Behavior Generation for Interactive Robots . . . . . . . . . . . 92 Yasser Mohammad and Toyoaki Nishida XIV Table of Contents – Part I Music-Ensemble Robot That Is Capable of Playing the Theremin While Listening to the Accompanied Music . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 102 Takuma Otsuka, Takeshi Mizumoto, Kazuhiro Nakadai, Toru Takahashi, Kazunori Komatani, Tetsuya Ogata, and Hiroshi G. Okuno Applications of Agent-Based Systems Self-organisation of an 802.11 Mesh Network . . . . . . . . . . . . . . . . . . . . . . . . 113 John Debenham and Ante Prodan Anomaly Detection in Noisy and Irregular Time Series: The “Turbodiesel Charging Pressure” Case Study . . . . . . . . . . . . . . . . . . . . . . . . 123 Anah`ı Balbi, Michael Provost, and Armando Tacchella Safe Learning with Real-Time Constraints: A Case Study . . . . . . . . . . . . . 133 Giorgio Metta, Lorenzo Natale, Shashank Pathak, Luca Pulina, and Armando Tacchella Intelligent Training in Control Centres Based on an Ambient Intelligence Paradigm. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 143 Luiz Faria, Ant´onio Silva, Carlos Ramos, Zita Vale, and Albino Marques Injecting On-Board Autonomy in a Multi-Agent System for Space Service Providing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 154 Amedeo Cesta, Jorge Ocon, Riccardo Rasconi, and Ana Mar´ıa S´anchez Montero Applications to Business and Financial Markets Solving Portfolio Optimization Problem Based on Extension Principle . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 164 Shiang-Tai Liu Knowledge-Based Framework for Workflow Modelling: Application to the Furniture Industry . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 175 Juan Carlos Vidal, Manuel Lama, Alberto Bugar´ın, and Manuel Mucientes Decision Trees in Stock Market Analysis: Construction and Validation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 185 Margaret Mir´o-Juli`a, Gabriel Fiol-Roig, and Andreu Pere Isern-Dey`a An Intelligent System for Gathering Rates of Local Taxes on the Web . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 195 Matteo Cristani and Nicoletta Gabrielli Table of Contents – Part I XV Intelligent Systems in Long-Term Forecasting of the Extra-Virgin Olive Oil Price in the Spanish Market. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 205 Mar´ıa Dolores P´erez-Godoy, Pedro P´erez, Antonio Jes´us Rivera, Mar´ıa Jos´e del Jes´us, Mar´ıa Pilar Fr´ıas, and Manuel Parras Applied Intelligent Systems for Future Classroom Processing Common Sense Knowledge to Develop Contextualized Computer Applications . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 215 Marcos Alexandre Rose Silva, Ana Luiza Dias, and Junia Coutinho Anacleto Estimating the Difficulty Level of the Challenges Proposed in a Competitive e-Learning Environment . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 225 Elena Verd´u, Luisa M. Regueras, Mar´ıa Jes´us Verd´u, and Juan Pablo de Castro Automatic Assessment of Students’ Free-Text Answers with Support Vector Machines . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 235 Wen-Juan Hou, Jia-Hao Tsao, Sheng-Yang Li, and Li Chen On the Application of Planning and Scheduling Techniques to E-Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 244 Antonio Garrido and Eva Onaindia A Fuzzy ANP Model for Evaluating E-Learning Platform . . . . . . . . . . . . . 254 Soheil Sadi-Nezhad, Leila Etaati, and Ahmad Makui An Ontology-Based Expert System and Interactive Tool for Computer-Aided Control Engineering Education . . . . . . . . . . . . . . . . . . . . . 264 Isa´ıas Garcia, Carmen Benavides, H´ector Alaiz, Francisco Rodr´ıguez, and ´Angel Alonso Bioinformatics and Biomedical Applications Exploiting Taxonomical Knowledge to Compute Semantic Similarity: An Evaluation in the Biomedical Domain . . . . . . . . . . . . . . . . . . . . . . . . . . . 274 Montserrat Batet, David Sanchez, Aida Valls, and Karina Gibert Estimating Class Proportions in Boar Semen Analysis Using the Hellinger Distance . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 284 V´ıctor Gonz´alez-Castro, Roc´ıo Alaiz-Rodr´ıguez, Laura Fern´andez-Robles, R. Guzm´an-Mart´ınez, and Enrique Alegre XVI Table of Contents – Part I Analysis of the Inducing Factors Involved in Stem Cell Differentiation Using Feature Selection Techniques, Support Vector Machines and Decision Trees . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 294 A.M. Trujillo, Ignacio Rojas, H´ector Pomares, A. Prieto, B. Prieto, A. Ar´anega, Francisco Rodr´ıguez, P.J. ´Alvarez-Aranega, and J.C. Prados An Environment for Data Analysis in Biomedical Domain: Information Extraction for Decision Support Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . 306 Pablo F. Matos, Leonardo O. Lombardi, Thiago A.S. Pardo, Cristina D.A. Ciferri, Marina T.P. Vieira, and Ricardo R. Ciferri Constructive Neural Networks to Predict Breast Cancer Outcome by Using Gene Expression Profiles . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 317 Daniel Urda, Jos´e Luis Subirats, Leo Franco, and Jos´e Manuel Jerez Class Imbalance Methods for Translation Initiation Site Recognition. . . . 327 Nicol´as Garc´ıa-Pedrajas, Domingo Ortiz-Boyer, Mar´ıa D. Garc´ıa-Pedrajas, and Colin Fyfe Computer Vision On-Line Unsupervised Segmentation for Multidimensional Time-Series Data and Application to Spatiotemporal Gesture Data. . . . . . . . . . . . . . . . 337 Shogo Okada, Satoshi Ishibashi, and Toyoaki Nishida Robust People Segmentation by Static Infrared Surveillance Camera. . . . 348 Jos´e Carlos Castillo, Juan Serrano-Cuerda, and Antonio Fern´andez-Caballero Building Digital Ink Recognizers Using Data Mining: Distinguishing between Text and Shapes in Hand Drawn Diagrams . . . . . . . . . . . . . . . . . . 358 Rachel Blagojevic, Beryl Plimmer, John Grundy, and Yong Wang Relief Patterned-Tile Classification for Automatic Tessella Assembly . . . 368 Jos´e Miguel Sanchiz, Jorge Badenas, and Francisco Jos´e Forcada Using Remote Data Mining on LIDAR and Imagery Fusion Data to Develop Land Cover Maps . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 378 Jorge Garc´ıa-Guti´errez, Francisco Mart´ınez- ´ Alvarez, and Jos´e C. Riquelme Face Recognition Using Curvelet Transform . . . . . . . . . . . . . . . . . . . . . . . . . 388 Hana Hejazi and Mohammed Alhanjouri Table of Contents – Part I XVII Context Information in Intelligent Systems A Regulatory Model for Context-Aware Abstract Framework . . . . . . . . . . 397 Juanita Pedraza, Miguel ´A. Patricio, Agust´ın De As´ıs, and Jos´e M. Molina Ambient Intelligence Application Scenario for Collaborative e-Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 407 ´ Oscar Garc´ıa, Dante I. Tapia, Sara Rodr´ıguez, and Juan M. Corchado Strategies for Inference Mechanism of Conditional Random Fields for Multiple-Resident Activity Recognition in a Smart Home . . . . . . . . . . . . . 417 Kuo-Chung Hsu, Yi-Ting Chiang, Gu-Yang Lin, Ching-Hu Lu, Jane Yung-Jen Hsu, and Li-Chen Fu Methodology to Achieve Accurate Non Cooperative Target Identification Using High Resolution Radar and a Synthetic Database . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 427 Antonio Jurado-Lucena, Borja Errasti-Alcal´a, David Escot-Bocanegra, Ra´ul Fern´andez-Recio, David Poyatos-Mart´ınez, and Ignacio Montiel S´anchez Modeling Spatial-Temporal Context Information in Virtual Worlds . . . . . 437 ´A ngel Arroyo, Francisco Serradilla, and ´ Oscar Calvo Recognition and Interpretation on Talking Agents . . . . . . . . . . . . . . . . . . . . 448 Jos´e M. Fern´andez de Alba and Juan Pav´on Control, Simulation, and Modeling Supervisory Control and Automatic Failure Detection in Grid-Connected Photovoltaic Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 458 Fernando Agust´ın Olivencia Polo, Jose J. Alonso del Rosario, and Gonzalo Cerruela Garc´ıa Data-Driven Prognosis Applied to Complex Vacuum Pumping Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 468 Florent Martin, Nicolas Meger, Sylvie Galichet, and Nicolas Becourt Design Issues and Approach to Internet-Based Monitoring and Control Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 478 Vu Van Tan and Myeong-Jae Yi XVIII Table of Contents – Part I Simul-EMI II: An Application to Simulate Electric and Magnetic Phenomena in PCB Designs . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 489 Juan-Jes´us Luna-Rodr´ıguez, Ricardo Mart´ın-D´ıaz, Manuel Hern´andez-Igue˜no, Marta Varo-Mart´ınez, Vicente Barranco-L´opez, Pilar Mart´ınez-Jim´enez, and Antonio Moreno-Mu˜noz Networked Control System Design on the Basis of Two Disk Mixed Sensitivity Specifications . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 499 Guido Izuta Data Mining A Study of Detecting Computer Viruses in Real-Infected Files in the n-Gram Representation with Machine Learning Methods . . . . . . . . . . . . . . 509 Thomas Stibor Data Mining Strategies for CRM Negotiation Prescription Problems . . . . 520 Antonio Bella, C`esar Ferri, Jos´e Hern´andez-Orallo, and Mar´ıa Jos´e Ram´ırez-Quintana Mining Concept-Drifting Data Streams Containing Labeled and Unlabeled Instances . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 531 Hanen Borchani, Pedro Larra˜naga, and Concha Bielza Exploring the Performance of Resampling Strategies for the Class Imbalance Problem. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 541 Vicente Garc´ıa, Jos´e Salvador S´anchez, and Ram´on A. Mollineda ITSA: An Effective Iterative Method for Short-Text Clustering Tasks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 550 Marcelo Errecalde, Diego Ingaramo, and Paolo Rosso Mining Interestingness Measures for String Pattern Mining . . . . . . . . . . . . 560 Manuel Baena-Garc´ıa and Rafael Morales-Bueno Data Preprocessing in Data Mining Analyzing the Impact of the Discretization Method When Comparing Bayesian Classifiers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 570 M. Julia Flores, Jos´e A. G´amez, Ana M. Mart´ınez, and Jos´e M. Puerta Improving Incremental Wrapper-Based Feature Subset Selection by Using Re-ranking . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 580 Pablo Bermejo, Jos´e A. G´amez, and Jos´e M. Puerta Table of Contents – Part I XIX Information Extraction from Helicopter Maintenance Records as a Springboard for the Future of Maintenance Text Analysis . . . . . . . . . . . . . 590 Amber McKenzie, Manton Matthews, Nicholas Goodman, and Abdel Bayoumi A Preliminary Study on the Selection of Generalized Instances for Imbalanced Classification . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 601 Salvador Garc´ıa, Joaqu´ın Derrac, Isaac Triguero, Crist´obal Carmona, and Francisco Herrera Feature Selection Applied to Data from the Sloan Digital Sky Survey . . . 611 Miguel ´ A. Montero, Roberto Ru´ız, Miguel Garc´ıa-Torres, and Luis M. Sarro Decision Support Systems FastXplain: Conflict Detection for Constraint-Based Recommendation Problems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 621 Monika Schubert, Alexander Felfernig, and Monika Mandl Empirical Knowledge Engineering: Cognitive Aspects in the Development of Constraint-Based Recommenders . . . . . . . . . . . . . . . . . . . . 631 Alexander Felfernig, Monika Mandl, Anton Pum, and Monika Schubert Adaptive Utility-Based Recommendation . . . . . . . . . . . . . . . . . . . . . . . . . . . 641 Alexander Felfernig, Monika Mandl, Stefan Schippel, Monika Schubert, and Erich Teppan Hybrid Integration of Reasoning Techniques in Suspect Investigation . . . 651 Keehyung Kim, Hyukgeun Choi, and RI (Bob) McKay Ontology-Based Expert System for Home Automation Controlling . . . . . . 661 Pablo A. Valiente-Rocha and Adolfo Lozano-Tello Ontology Applied in Decision Support System for Critical Infrastructures Protection . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 671 Michal Chora´s, Rafal Kozik, Adam Flizikowski, and Witold Holubowicz Learning User Preferences to Maximise Occupant Comfort in Office Buildings . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 681 Anika Schumann, Nic Wilson, and Mateo Burillo A Decision Support Tool for Evaluating Loyalty and Word-of-Mouth Using Model-Based Knowledge Discovery . . . . . . . . . . . . . . . . . . . . . . . . . . . 691 Benoˆıt Depaire, Koen Vanhoof, and Geert Wets XX Table of Contents – Part I An Argumentation-Based BDI Personal Assistant . . . . . . . . . . . . . . . . . . . . 701 Federico Schlesinger, Edgardo Ferretti, Marcelo Errecalde, and Guillermo Aguirre Distributed Problem Solving with Artificial Intelligence Techniques Challenges of Distributed Model-Based Diagnosis . . . . . . . . . . . . . . . . . . . . 711 Franz Wotawa and J¨org Weber A Distributed Algorithm for the Multi-Robot Task Allocation Problem . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 721 Stefano Giordani, Marin Lujak, and Francesco Martinelli Comparison between Deterministic and Meta-heuristic Methods Applied to Ancillary Services Dispatch. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 731 Zita A. Vale, Carlos Ramos, Pedro Faria, Jo˜ao P. Soares, Bruno Canizes, Joaquim Teixeira, and Hussein M. Khodr Domain-Dependent Planning Heuristics for Locating Containers in Maritime Terminals . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 742 Mario Rodr´ıguez-Molins, Miguel ´A. Salido, and Federico Barber Robust Solutions in Changing Constraint Satisfaction Problems . . . . . . . . 752 Laura Climent, Miguel ´A. Salido, and Federico Barber Author Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 763