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Publications

[ 2009 2008 2007 2006 2005 2004 2003 2002 2001 2000 1999 1998 1997 ]

2009 [Top]

E. Golobardes Ribé and L. Madrazo Agudin. Guía para la evaluación de competencias en el área de Ingeniería y Arquitectura, AQU Catalunya, B-9.131-2009, 2009.

A. Garcia-Piquer, A. Fornells, E. Golobardes and L. Cugota, Identification of Subject Typologies through Artificial Intelligence Techniques to Study the Competences Achievement of the New Computer Engineers. In The 39th Annual Frontiers in Education (FIE) Conference, 2009, in press.

G. Corral, A. Garcia-Piquer, A. Orriols-Puig, A. Fornells and E. Golobardes, Multiobjective Evolutionary Clustering Approach to Security Vulnerability Assesments. In 4th International Conference on Hybrid Artificial Intelligence Systems, Vol. 5572, pages 597-604, 2009, Lecture Notes in Computer Science, Springer.

A. Fornells, J. Antonio Recio-García, B. Díaz-Agudo, E. Golobardes and E. Fornells, Integration of a Methodology for Cluster-Based Retrieval in jColibri. In In 8th International Conference on Case-Based Reasoning, Vol. 5650, pages 418-433, 2009.

A. Garcia-Piquer, A. Fornells, E. Golobardes and L. Cugota, Assessment of Competences in University Degrees Using Data Mining Techniques. In Primera Conferencia Internacional en Fomento e Innovación con Nuevas Tecnologías en la Docencia de la Ingeniería, 2009, in press.

R. Nicolas, D. Vernet, E. Golobardes, A. Fornells, S. Puig and J. Malvehy, Improving the Combination of CBR Systems with Preprocessing Rules in Melanoma Domain . In Workshop Proceedings of the 8th International Conference on Case-Based Reasoning, pages 225-234, 2009.


2008 [Top]

G. Corral, E. Armengol, A. Fornells, and E. Golobardes, Explanations of Unsupervised Learning Clustering applied to Data Security Analysis, Neurocomputing, 2008, in press.

A. Fornells, E. Golobardes, J. M. Martorell and J. M. Garrell, Patterns out of cases using Kohonen maps in breast cancer diagnosis, International Journal of Neural Systems, Vol. 18, (1):, pages 33-43, 2008.

A. Fornells, E. Armengol, E. Golobardes, S. Puig and J. Malvehy, Experiences Using Clustering and Generalizations for Knowledge Discovery in Melanomas Domain. In 7th Industrial Conference on Data Mining, Vol. 5077, pages 57-71, 2008, Lecture Notes in Computer Sciencie, Springer-Verlag.

A. Fornells, E. Armengol and E. Golobardes, Retrieval Based on Self-Explicative Memories. In 9th European Conference on Case-Based Reasoning,, Vol. 5239, pages 210-224, 2008, Lecture Notes in Computer Sciencie, Springuer-Verlag.

A. Fornells, E. Armengol, E. Golobardes, S. Puig and J. Malvehy, Experiences Using Clustering and Generalizations for Knowledge Discovery in Melanomas Domain, Transactions on Machine Learning and Data Mining, Vol. 1, (2):, pages 49-65, 2008.

R. Nicolas, E. Golobardes, A. Fornells, S. Segura, S. Puig, C. Carrera, J. Palou and J. Malvehy, Using Ensemble-Based Reasoning to Help Experts in Melanoma Diagnosis . In Frontiers in Artificial Intelligence and Applications, Vol. 184, pages 178-185, 2008, IOS Press.

R. Nicolas, E. Golobardes, A. Fornells, S. Segura, S. Puig, C. Carrera, J. Palou and J. Malvehy, Identification of Relevant Knowledge for Characterizing the Melanoma Domain . In 2nd International Workshop on Practical Applications of Computational Biology and Bioinformatics (IWPACBB 2008), Vol. 49, pages 55-59, 2008.

D. Vernet, R. Nicolas, E. Golobardes, A. Fornells, C. Garriga, S. Puig and J. Malvehy, Pattern Discovery in Melanoma Domain Using Partitional Clustering . In Frontiers in Artificial Intelligence and Applications, Vol. 184, pages 323-330, 2008, IOSPress.


2007 [Top]

G. Corral, E. Armengol, A. Fornells and E. Golobardes, Data Security Analysis using Unsupervised Learning and Symbolic Descriptions. In Innovations in Hybrid Intelligent Systems, Vol. 44, pages 112-119, 2007, Advances in Soft-Computing.

A. Fornells, E. Golobardes, J. M. Martorell, J. M. Garrell, E. Bernadó, and N. Macià, Measuring the Applicability of Self-Organization Maps into Case-Based Reasoning. In 3rd Iberian Conference on Pattern Recognition and Image Analysis, Vol. 4478, pages 532-539, 2007, Lecture Notes in Computer Science, Springer-Verlag.

A. Fornells, E. Golobardes, J. M. Martorell, J. M. Garrell, E. Bernadó, and N. Macià, A Methodology for Analyzing the Case Retrieval from a Clustered Case Memory. In 7th International Conference on Case-Based Reasoning, Vol. 4626, pages 122-136, 2007, Lecture Notes in Computer Science, Springer-Verlag.

N. Macià, E. Bernadó, A. Fornells, E. Golobardes, J. M. Martorell and J. M. Garrell,, Revisión sobre métricas de complejidad en el modelado de clústers de un sistema CBR. In IV Taller de Minería de Datos, pages 21-38, 2007.

A. Fornells and E. Golobardes, Case-Base Maintenance in an Associative Memory Organized by a Self-Organization Map. In Innovations in Hybrid Intelligence Systems, Vol. 44, pages 312-319, 2007.

A. Fornells, E. Armengol, and E. Golobardes, Explanation of a Clustered Case Memory. In Artificial intelligence research and development, Vol. 163, pages 153-160, 2007, IOS Press.


2006 [Top]

G. Corral, A. Fornells, E. Golobardes i J. Abella, Cohesion factors: improving the clustering capabilities of Consensus. In 7th Int. Conf. on Intelligent Data Eng. and Automated Learning, Vol. 4224, pages 488-495, 2006, Lecture Notes in Computer Science, Springer-Verlag.

A. Fornells, E. Golobardes, E. Bernadó i J. Martí, Decission Support System for Breast Cancer Diagnosis by a Meta-Learning Approach based on Grammar Evolution. In 9th International Conference on Enterprise Information Systems, pages 222-227, 2006, INSTICC Press.

A. Fornells, E. Golobardes, D. Vernet i G. Corral, Unsupervised Case Memory Organization: Analysing Computational Time and Soft Computing Capabilities. In 8th European Conference on Case-Based Reasoning, Vol. 4106, pages 241-255, 2006, Lecture Notes in Computer Science, Springer-Verlag.

A. Fornells, E. Golobardes, X. Vilasís i J. Martí, Integration of strategies based on Relevance Feedback into a tool for the retrieval of mammographic images. In 7th Int. Conf. on Intelligent Data Eng. and Automated Learning, Vol. 4224, pages 116-124, 2006, Lecture Notes in Computer Science, Springer-Verlag.

Giovanni-Egidio Pazienza, Elisabet Golobardes-Ribé, Xavier Vilasís-Cardona, Marco Balsi, Decision Trees and CBR for the Navigation System of a CNN-based Autonomous Robot. In ,O. Castillo, P. Melin, J. Kacprzyk and W. Pedrycz ,Hybrid Intelligent Systems: Analysis and Design, Vol. 208, 2006, Springer-Verlag.


2005 [Top]

Guiomar Corral, Elisabet Golobardes, Oriol Andreu, Isard Serra, Elisabet Maluquer and Àngel Martínez. , Application of Clustering Techniques in a Network Security Testing System. In 8è Congrés Català d’Intel·ligència Artificial, 2005, IOS Press.

A. Fornells Herrera, J. Camps Dausà. E. Golobardes i Ribé and J.M. Garrell i Guiu, Incorporación de conocimiento en forma de restricciones sobre algoritmos evolutivos para la búsqueda de funciones de similitud. In ,Maribel G. Arenas, Francisco Herrera, Manuel Lozano, Juan Julián Merelo, Gustavo Romero y Ana Mª Sánchez ,Proceedings of the IV Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados, MAEB’2005, Vol. 1, pages 397-404, 2005, Thomson.

A. Fornells Herrera, J. Camps Dausà. E. Golobardes i Ribé and J.M. Garrell i Guiu, Comparison of Strategies Based on Evolutionary Computation for the Design of Similarity Functions. In Artificial intelligence research and development, Vol. 131, pages 231-238, 2005, IOS PRESS.

Giovanni-Egidio Pazienza, Elisabet Golobardes-Ribé, Xavier Vilasís-Cardona, Marco Balsi,, CNN vision, Decision Trees and CBR for an Autonomous Robot Navigation System. In International Seminar on Computational Intelligence 2005: “Hybrid Intelligent Systems for Real-World Applications”, IEEE CIS Chapter Mexico, 2005.

Lluís Vicent, Jaume Anguera, Elisabet Golobardes, David Badia and Marc Segarra. , Work in Progress - Interactive multimedia contents and synchronous graphical communication tools for distance learning in . In Frontiers in Education Conference (FIE 2005), 2005, To appear.


2004 [Top]

J. Pont, J. Martí, R. Bassaganyas, D. Raba, R. Marti, A. Oliver, M. Peracaula, J. Espunya, E. Golobardes and J. Freixenet, Búsqueda de documentación complementaria en bases de datos de mamografías digitales para ayudar en el diagnóstico precoz. In Llibre: III Congreso Catalán de Senología y Patología Mamaria, 2004, Pulso Ediciones.

J. Martí, J. Pont, J. Español, R. Bassaganyas, E. Golobardes, J. Freixenet, HRIMAC una herramienta para la búsqueda de información relevante en bases de datos digitales de mamografías . In Congrés: XXVII Congreso Nacional de la SERAM, pages 113, 2004.

Lluís Vicent, David Badia, Elisabet Golobardes, Francesc Francesch and Marc Segarra, Estudis Semipresencials d’Enginyeria de Telecomunicació i Enginyeria Informàtica (segon cicle).. In Congreso Internacional: Docencia Universitaria e Innovación (CIDUI), 2004.


2003 [Top]

Joan Camps, Josep M. Garrell, Elisabet Golobardes, David Vernet, Diseño de Funciones de Similitud para el Razonamiento Basado en Casos usando Programación Genética: estudio con problemas sintéticos, Proceedings of the “Segundo Congreso Español de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados, pages 409-416, 2003.

J. Martí, J. Freixenet, D. Raba, A. Bosch, J. Pont, J. Español, R. Bassaganyas, E. Golobardes, X. Canaleta, HRIMAC - Una Herramienta de Recuperación de Imágenes Mamográficas por Análisis de Contenido para el Asesoramiento en el Diagnóstico de Cáncer de Mama, Actas del VI Congreso Nacional de Informática de la Salud (INFORSALUD 2003), 2003.

David Vernet and Elisabet Golobardes1, An Unsupervised Learning Approach for Case-Based Classifier Systems, Special Issue of the 7th UK Workshop on CBR (UKWCBR’2002), pages 241-255, 2003.


2002 [Top]

Josep M. Garrell, Elisabet Golobardes, Ester Bernadó, Xavier Llorà, Maria Salamó, Joan Camps, David Vernet, Jaume Bacardit, Carles Vallespí, Guiomar Corral, Agustín Zaballos, Joaquim Rios, Aprendizaje Artificial en Sistemas de Clasificación, Predicción y Diagnóstico Automático, Actas del Workshop de Minería de Datos y Aprendizaje, IBERAMIA, pages 127-136, 2002.

E. Golobardes, X. Llorà, M. Salamó, J. Martí, Computer Aided Diagnosis with Case-Based Reasoning and Genetic Algorithms, Journal of Knowledge Based Systems, Elsevier Science Ltd., Artificial Intelligence in Engineering, (15):, pages 45-52, 2002.


2001 [Top]

E. Golobardes, M. Nieto, M. Salamó, J. Camps, G. Calzada, J. Martí, D. Vernet, Generació de funcions de similitud mitjançant la Programació Genètica pel Raonament Basat en Casos, 4t Congrés Català d’Intel·ligència Artificial, Butlletí de l’ACIA, Vol. 25, pages 100-107, 2001.

E. Golobardes, J. Martí. J. Español, M. Salamó, J. Freixenet, X. Llorà, A. Maroto, E. Bernadó, Classifying Microcalcifications in Digital Mammograms using Machine Learning Techniques, 4t Congrés Català d’Intel·ligència Artificial, Butlletí de l’ACIA, Vol. 25, pages 92-99, 2001.

J. Martí, R. Bassaganyas, E. Golobardes, P. Planiol, J. Freixenet, Prototipo experimental de análisis mamográfico mediante técnicas de Visión por Computador, Actas de las Jornadas Universitarias de Radiología Digital. Málaga, 2001.

J. Martí, P. Planiol, J. Freixenet, J. Español, E. Golobardes, Development of a Mammographic Analysis System Using Computer Vision Techniques, Medical Data Analysis, Lecture Notes in Computer Science, V. Maojo y F. Martín (eds.). Springer-Verlag, Berlin, Heidelberg, Vol. 2199, pages 174-180, 2001.

David Vernet, Maria Salamó, Carles Vallespí, Joan Camps, Elisabet Golobardes, Jaume Bacardit, ¿Cómo predecir la evolución del alumno?, Actas de las VII Jornadas sobre Enseñanza Universitaria de la Informática (JENUI’2001), Palma de Mallorca, pages 335-340, 2001.


2000 [Top]

Elisabet Golobardes, Xavier Llorà, Josep Maria Garrell, David Vernet, Jaume Bacardit, Genetic Classifier System as a heuristic weighting method for a Case-Based Classifier System, Butlletí de l’Associació Catalana l’Intel.ligència Artificial, Vol. 22, pages 132-141, 2000.

Elisabet Golobardes, David Vernet, Maria Salamó, Prediction in an Educational Environment using Case-Based Reasoning, Proceedings of the IEEE Learning’00, 2000.

J. Martí, J. Español, E. Golobardes, J. Freixenet, R. Garcia, M. Salamó, Classification of microcalcifications in digital mammograms using Case-Based Reasoning, Proceedings of the Fifth International Workshop on Digital Mammography (IWDM’2000), 2000.

Elisabet Golobardes, Ester Bernad¢, Xavier Llor, Josep M. Garrell, Maria Salamó, Joan Camps, David Vernet, Introducción a las técnicas de aprendizaje automático (parte I): estructuración de un curso docente, VI Jornadas sobre la Enseñanza Universitaria de la Informática, Jenui 2000, Vol. 1, pages 254-260, 2000.


1999 [Top]

J.M. Garrell, E. Golobardes, E. Bernadó and F.X. Llorà, Automatic diagnosis with genetic algorithms and case-based reasoning, Artificial Intelligence in Engineering, Elsevier Science Ltd, Vol. 13, (4):, pages 367-372, 1999.

J.M. Garrell, C. Mela, X. Llorà, E. Bernadó, E. Golobardes, G. Calzada, M. Salamó, J. Camps, Revisió de diferents mecanismes de selecció en els algorismes genètics: consideracions de rendiment, del Congrés Català d’Intel·ligència Artificial (CCIA’99). Butlletí de l’ACIA, Vol. -1, pages 75-85, 1999.

F. Escudero, E. Golobardes, J. Pérez, J.M. Ribes, Reinforcement Learning aplicado a filtros ecualizadores, Proceedings del Congreso de la Asociación Española Para la Inteligencia Artificial (CAEPIA’99) / Jornadas de Transferencia de Tecnología de Inteligencia Artificial (TTIA’99), 1999.


1998 [Top]

J.M. Garrell, E. Golobardes, E. Bernadó, X. Llorà, Automatic Classification of Mammary Biopsy Images with Machine Learning Techniques, INPUT 17, pages 75-81, 1998.

J.M. Garrell, E. Golobardes, E. Bernadó, F.X. Llorà, Automatic Classification of Mammary Biopsy Images with Machine Learning Techniques, Proceedings of the International ICSC Symposium on Engineering of Intelligent Systems (EIS’98), Artificial Intelligence, ICSS Academic Press, Canada, Vol. 3, pages 411-418, 1998.

E. Golobardes, Aportacions al raonament basat en casos per resoldre problemes de classificació. PhD thesis , Enginyeria i Arquitectura La Salle, 1998.


1997 [Top]

Elisabet Golobardes, Josep M. Garrell, Avaluació d’un sistema classificador basat en casos per a la diagnosi de biòpsies de teixit de glàndules mamàries, Jornades d’Intel·ligència Artificial: Noves Tendències (JIA’97), ACIA 12, pages 41-49, 1997.