Albert Fornells

According to our database, Albert Fornells authored at least 31 papers between 2005 and 2017.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2017

Scaling-up multiobjective evolutionary clustering algorithms using stratification.

Alvaro Garcia-Piquer, Jaume Bacardit, Albert Fornells, Elisabet Golobardes

Pattern Recognit. Lett., 2017

2015

Promoting consensus in the concept mapping methodology: An application in the hospitality sector.

Albert Fornells, Zaida Rodrigo, Xari Rovira, Mónica Sánchez, Ricard Santomà, Francesc Teixidó-Navarro, Elisabet Golobardes

Pattern Recognit. Lett., 2015

Toward high performance solution retrieval in multiobjective clustering.

Alvaro Garcia-Piquer, Andreu Sancho-Asensio, Albert Fornells, Elisabet Golobardes, Guiomar Corral, Francesc Teixidó-Navarro

Inf. Sci., 2015

2014

Large-Scale Experimental Evaluation of Cluster Representations for Multiobjective Evolutionary Clustering.

Alvaro Garcia-Piquer, Albert Fornells, Jaume Bacardit, Albert Orriols-Puig, Elisabet Golobardes

IEEE Trans. Evol. Comput., 2014

2013

Multi-label classification based on analog reasoning.

Ruben Nicolas, Andreu Sancho-Asensio, Elisabet Golobardes, Albert Fornells, Albert Orriols-Puig

Expert Syst. Appl., 2013

Melanoma Diagnosis Based on Collaborative Multi-Label Reasoning.

Ruben Nicolas, Albert Fornells, Elisabet Golobardes, Guiomar Corral, Susana Puig, Joseph Malvehy

Proceedings of the Artificial Intelligence Research and Development, 2013

2011

Data classification through an evolutionary approach based on multiple criteria.

Alvaro Garcia-Piquer, Albert Fornells, Albert Orriols-Puig, Guiomar Corral, Elisabet Golobardes

Knowl. Inf. Syst., 2011

Analysis of vulnerability assessment results based on CAOS.

Guiomar Corral, Alvaro Garcia-Piquer, Albert Orriols-Puig, Albert Fornells, Elisabet Golobardes

Appl. Soft Comput., 2011

2010

Validación de Competencias en Titulaciones Universitarias Usando Minería de Datos.

Alvaro Garcia-Piquer, Albert Fornells-Herrera, Elisabet Golobardes i Ribé, Laia Cugota Florejachs

Rev. Iberoam. de Tecnol. del Aprendiz., 2010

A study of the effect of different types of noise on the precision of supervised learning techniques.

David F. Nettleton, Albert Orriols-Puig, Albert Fornells

Artif. Intell. Rev., 2010

2009

Explanations of unsupervised learning clustering applied to data security analysis.

Guiomar Corral, Eva Armengol, Albert Fornells, Elisabet Golobardes

Neurocomputing, 2009

Integration of a Methodology for Cluster-Based Retrieval in jColibri.

Albert Fornells, Juan A. Recio-García, Belén Díaz-Agudo, Elisabet Golobardes, Eduard Fornells

Proceedings of the Case-Based Reasoning Research and Development, 2009

Multiobjective Evolutionary Clustering Approach to Security Vulnerability Assesments.

Guiomar Corral, Alvaro Garcia-Piquer, Albert Orriols-Puig, Albert Fornells, Elisabet Golobardes

Proceedings of the Hybrid Artificial Intelligence Systems, 4th International Conference, 2009

2008

Case-Base Maintenance in an Associative Memory Organized by a Self-Organization Map.

Albert Fornells, Elisabet Golobardes

Proceedings of the Innovations in Hybrid Intelligent Systems, 2008

Data Security Analysis Using Unsupervised Learning and Explanations.

Guiomar Corral, Eva Armengol, Albert Fornells-Herrera, Elisabet Golobardes

Proceedings of the Innovations in Hybrid Intelligent Systems, 2008

Experiences Using Clustering and Gernalization for Knowledge Discovery in Melanomas Domain.

Albert Fornells, Eva Armengol, Elisabet Golobardes, Susana Puig, Josep Malvehy

Trans. Mach. Learn. Data Min., 2008

Patterns Out of Cases Using Kohonen Maps in Breast Cancer Diagnosis.

Albert Fornells, Josep Maria Martorell, Elisabet Golobardes, Josep Maria Garrell i Guiu, X. Vilasís

Int. J. Neural Syst., 2008

Identification of Relevant Knowledge for Characterizing the Melanoma Domain.

Ruben Nicolas, Elisabet Golobardes, Albert Fornells, Susana Puig, Cristina Carrera, Josep Malvehy

Proceedings of the 2nd International Workshop on Practical Applications of Computational Biology and Bioinformatics, 2008

Experiences Using Clustering and Generalizations for Knowledge Discovery in Melanomas Domain.

Albert Fornells, Eva Armengol, Elisabet Golobardes, Susana Puig, Josep Malvehy

Proceedings of the Advances in Data Mining. Medical Applications, 2008

Retrieval Based on Self-explicative Memories.

Albert Fornells, Eva Armengol, Elisabet Golobardes

Proceedings of the Advances in Case-Based Reasoning, 9th European Conference, 2008

Pattern Discovery in Melanoma Domain Using Partitional Clustering.

David Vernet, Ruben Nicolas, Elisabet Golobardes, Albert Fornells, Carles Garriga, Susana Puig, Joseph Malvehy

Proceedings of the Artificial Intelligence Research and Development, 2008

Using Ensemble-Based Reasoning to Help Experts in Melanoma Diagnosis.

Ruben Nicolas, Elisabet Golobardes, Albert Fornells, Sonia Segura, Susana Puig, Cristina Carrera, Joseph Palou, Josep Malvehy

Proceedings of the Artificial Intelligence Research and Development, 2008

2007

Marc integrador de les capacitats de Soft-Computing i de Knowledge Discovery dels Mapes Autoorganitzatius en el Raonament Basat en Casos.

Albert Fornells

PhD thesis, 2007

A Methodology for Analyzing Case Retrieval from a Clustered Case Memory.

Albert Fornells, Elisabet Golobardes, Josep Maria Martorell, Josep Maria Garrell i Guiu, Núria Macià, Ester Bernadó i Mansilla

Proceedings of the Case-Based Reasoning Research and Development, 2007

Measuring the Applicability of Self-organization Maps in a Case-Based Reasoning System.

Albert Fornells, Elisabet Golobardes, Josep Maria Martorell, Josep Maria Garrell i Guiu, Ester Bernadó i Mansilla, Núria Macià

Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

Explanation of a Clustered Case Memory Organization.

Albert Fornells, Eva Armengol, Elisabet Golobardes

Proceedings of the Artificial Intelligence Research and Development, 2007

2006

Integration of Strategies Based on Relevance Feedback into a Tool for the Retrieval of Mammographic Images.

Albert Fornells, Elisabet Golobardes, X. Vilasís, Joan Martí

Proceedings of the Intelligent Data Engineering and Automated Learning, 2006

Cohesion Factors: Improving the Clustering Capabilities of Consensus.

Guiomar Corral, Albert Fornells, Elisabet Golobardes, Jaume Abella

Proceedings of the Intelligent Data Engineering and Automated Learning, 2006

Decision Support System for Breast Cancer Diagnosis by a Meta-Learning Approach Based on Grammar Evolution.

Albert Fornells-Herrera, Elisabet Golobardes i Ribé, Ester Bernadó i Mansilla, Joan Martí Bonmatí

Proceedings of the ICEIS 2006, 2006

Unsupervised Case Memory Organization: Analysing Computational Time and Soft Computing Capabilities.

Albert Fornells, Elisabet Golobardes, David Vernet, Guiomar Corral

Proceedings of the Advances in Case-Based Reasoning, 8th European Conference, 2006

2005

Comparison of Strategies Based on Evolutionary Computation for the Design of Similarity Functions.

Albert Fornells-Herrera, Joan Camps Dausà, Elisabet Golobardes i Ribé, Josep Maria Garrell i Guiu

Proceedings of the Artificial Intelligence Research and Development, 2005