Publications



Papers


2012.-
  • J.M. Cadenas, M.C. Garrido, R. Martínez, P.P. Bonissone. OFP_CLASS: A hybrid method to generate Optimized Fuzzy Partitions for CLASSification. Soft Computing 16 (4): 667-682, 2012.
  • J.M. Cadenas, J.V. Carrillo, M.C. Garrido, C. Ivorra, V. Liern. Exact and heuristic procedures for solving the fuzzy portfolio selection problem. Fuzzy Optimization and Decision Making 11 (1): 29-46, 2012.
2013.-
  • J.M. Cadenas, M.C. Garrido, R. Martínez. Feature subset selection Filter-Wrapper based on low quality data. Experts Systems with Applications 40(16), 6241-6252, 2013.
  • J.M. Cadenas, M.C. Garrido, R. Martínez. NIP - An Imperfection Processor to Data Mining datasets. International Journal of Computational Intelligence Systems 6 (supplement 1), 3-17, 2013.

Book


2013
  • Ramón Díaz-Valladares, José M. Cadenas, M. Carmen Garrido. Fuzzy Random Forest: Un multiclasificador basado en árboles de decisión fuzzy. pp. 1-292, 2013. Publicia (ISBN: 978-3639550559).

Chapters


2013
  • J.M. Cadenas, M.C. Garrido, R. Martínez, E. Muñoz. A Problem of Ecological Dynamic Logistic. In A.D. Masegosa, P.J. Villacorta, C. Cruz-Corona, M.S. Garcia-Cascales, M.T. Lamata, J.L. Verdegay (editors), Exploring Innovative and Successful Applications of Soft Computing, 1-15, 2013, IGI Global, (ISBN: 978-1-46664-785-5).

Conferences


2012
  • J.M. Cadenas, M.C. Garrido, R. Martínez. Diseñando Datasets con Datos de Baja Calidad para Algoritmos de Aprendizaje Computacional. XVI Congreso Español sobre Tecnologías y Lógica (ESTYLF 2012), 414-419, 2012. Valladolid, Spain.
  • J.M. Cadenas, M.C. Garrido, R. Martínez, E. Muñoz. Estudio de viabilidad de un problema de Logística Ecológica Dinámica. VIII Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB 2012), 305-312, 2012. Albacete, Spain.
  • J.M. Cadenas, M.C. Garrido, R. Martínez. A tool to manage low quality datasets. WCCI 2012 IEEE World Congress on Computational Intelligence (FUZZIEEE 2012), 1154-1161, 2012. Brisbane, Australia. Conference Ranking - CORE A
  • J.M. Cadenas, M.C. Garrido, R. Martínez. Towards an Approach to Select Features from Low Quality Datasets. International Conference on Fuzzy Computation Theory and Applications (FCTA 2012), 357-366, 2012. Barcelona, Spain.
2013
  • J.M. Cadenas, M.C. Garrido, R. Martínez, A. Saldaña. Explicit equations for non-dominated frontier in a portfolio selection problem based on Soft Computing. 22nd International Conference on Multiple Criteria Decision Making (MCDM 2013), Malaga, Spain.
  • R. Martinez, J.M. Cadenas, C. Calvo, M.C. Garrido, C. Ivorra, V. Liern. The non-dominated frontier of fuzzy portfolio selection problems with additional constraints using amulti-objective genetic algorithm. XXVI European Conference on Operational Research (EURO 2013), Roma, Italy.
  • J.M. Cadenas, M.C. Garrido, A. Martínez, R. Martínez. Imputing Missing Values from Low Quality Data by NIP Tool. IEEE International Conference on Fuzzy Systems (FUZZIEEE 2013), Hyderabad, India. Conference Ranking - CORE A
  • J.M. Cadenas, M.C. Garrido, R. Martínez, A. Martínez. Regla k_M-vecinos más cercanos en BD de Baja Calidad y de gran tamaño. VII Simposio de Teoría y Aplicaciones de Minería de Datos (CEDI - TAMIDA 2013), Madrid, Spain.
  • J.M. Cadenas, M.C. Garrido, R. Martínez. Improving a Fuzzy Discretization Process by Bagging. 5th International Conference on Fuzzy Computation Theory and Applications (FCTA 2013), Vilamoura, Algarve, Portugal.