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      NEWS

  • Homage to Lofti A. Zadeh
    At IPMU2018 a well-deserved homage will be paid to his scientific work.
    Cádiz, Spain, June 11th - 15th, 2018

  • ISAPEP'21
    5th I W on Intelligent Systems for Agriculture Production and Environment Protection
    Dubai, United Arab Emirates, June 21th - 22th, 2021

  • NIP
    NIP-Software tool to manage
    low quality datasets
    © Univ. Murcia 2012
    R.P.I. nº 8/2012/700

  • FCTA 2011
    Best Student Paper Award
    "Constructing Fuzzy Partitions from Imprecise Data"
    J.M. Cadenas, M.C. Garrido, R. Martinez

  • FCTA 2012
    Best Paper Award
    "Towards an Approach to Select Features from Low Quality Datasets"
    J.M. Cadenas, M.C. Garrido, R. Martinez

Publications


HEURIMIND team has published in journals, books and conferences of recognized prestige. A selection of these articles are the following:

   Journal Articles


  • M.C. Garrido, J.M. Cadenas, A. Bueno, R. Martínez-España, J.G. Giménez, J.M. Cecilia. Evaporation Forecasting through Interpretable Data Analysis Techniques. Electronics 11 (4), 1-13, 2022.
  • J.J. Ortiz-Servín, D. A. Pelta, J. M. Cadenas, A. Castillo. A new methodology to speed-up fuel lattice design optimization using decision trees and new objective functions. Annals of Nuclear Energy 161, 108445, 2021.
  • J. M. Cadenas, M. C. Garrido, R. Marínez. Development of an application to make knowledge available to the farmer: Detection of the most suitable crops for a more sustainable agriculture. Journal of Ambient Intelligence and Smart Environment 12 (5), 419-432, 2020.
  • J. M. Cadenas, M. C. Garrido, R. Martínez, M.A. Guillén-Navarro. Making decisions for frost prediction in agricultural crops in a soft computing framework. Computers and Electronics in Agriculture 175, 105587, 2020.
  • J.M. Cadenas, M.C. Garrido, R. Martinez, E. Muñoz, P.P. Bonissone. A fuzzy k-nearest neighbor classifier to deal with imperfect data. Soft Computing 22 (10), 3313-3330, 2018
  • J.M. Cadenas, M.C. Garrido, R. Martínez-España, A. Muñoz. A k-nearest neighbors based approach applied to more realistic activity recognition datasets. Journal of Ambient Intelligence and Smart Environments 10 (3), 247-259, 2018.
  • J.J. Ortiz-Servin, D.A. Pelta, J.M. Cadenas, A. Castillo, J-L. Montes-Tadeo. Methodology for integrated fuel lattice and fuel loaf optimization using population-based metaheuristics and decision trees. Progress in Nuclear Energy 104, 264-270, 2018
  • E. Paniagua, J.M. Cadenas, B. Lopez-Ayuso. Una revisión del modelado del conocimiento acerca del diseño arquitectónico. Academia XXII 15, 70-85, 2017.
  • J.M. Cadenas, J.J. Ortiz-Servin, D.A. Pelta, J-L. Montes-Tadeo, R. Perusquia, A. Castillo. Prediction of 3D nuclear reactor's operational parameters from 2D fuel lattice design information: A data mining approach. Progress in Nuclear Energy 91, 97-106, 2016.
  • L. Serrano-Luján, J.M. Cadenas, J. Faxas-Guzmán, A. Urbina. Case of study: photovoltaic faults recognition method based on data mining techniques. Journal of Renewable and Sustainable Energy 8 (4), 1-18, 2016.
  • E. Muñoz, J.M. Cadenas, Y.S. Ong, G. Acampora. Memetic Music Composition. IEEE transaction on Evolutionary Computation 20 (1), 1-15, 2016.
  • J.J. Ortiz-Servin, J.M. Cadenas, D.A. Pelta, A. Castillo, J.-L Montes-Tadeo. Nuclear Fuel Lattice Performance Analysis by Data Mining Techniques. Annals of Nuclear Energy 80, 236-247, 2015.
  • M.A. Guillén-Navarro, E. Paniagua, J.M. Cadenas, B. López-Ayuso. Una revisión de la Cadena Datos-Información-Conocimiento desde el Pragmatismo de Peirce. Documentación de las Ciencias de la Información 38, 153-177, 2015.
  • C. Ruiz-Samblás, J.M. Cadenas, D.A. Pelta, L. Cuadros-Rodriguez. Application of data mining methods for classification and prediction of olive blends with other vegetable oils. Analytical and Bioanalytical Chemistry 406, 2591-2601, 2014
  • J.M. Cadenas, M.C. Garrido, R. Martinez. 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.
  • J.M. Cadenas, M.C. Garrido, R. Martínez, P.P. Bonissone. Extending information processing in a Fuzzy Random Forest ensemble. Soft Computing 16(5), 845-861, 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.
  • G. Acampora, J.M. Cadenas, V. Loia, E. Muñoz. A Multi-Agent Memetic System for Human-based Knowledge Selection.IEEE transactions on Systems, Man and Cybernetics, part A., 41 (5) 946-960, 2011.
  • G. Acampora, J.M. Cadenas, V. Loia, E.Muñoz, Achieving Memetic Adaptability by means of Agent-based Machine Learning. IEEE Transactions on Industrial Informatics 7 (4), 557-569, 2011.
  • J.M. Cadenas, M.C. Garrido, E. Muñoz. Facing Dynamic Optimization Using a Cooperative Metaheuristic Configured via Fuzzy Logic and SVMs. Journal Applied Soft Computing 11 (8), 5639-5651, 2011.
  • J.M. Cadenas, M.J. Cano, M.C. Garrido, C. Iborra, V. Lierns. Soft-computing based heuristics for location on networks: the p-median problem. Journal Applied Soft Computing 11 (2), 1540-1547, 2011.
  • M.C. Garrido, J.M. Cadenas, P.P. Bonissone. A Classification and Regression Technique to handle Heterogeneous and Imperfect Information. Soft Computing 14 (11), 1165-1185, 2010.
  • P.P. Bonissone, J.M. Cadenas, M.C. Garrido, R.A. Díaz-Valladares. A Fuzzy Random Forest. Internacional Journal of Approximate Reasoning 51(7), 729-747, 2010.
  • J.M. Cadenas, M.C. Garrido, E. Muñoz. Using machine learning in a cooperative hybrid parallel strategy of metaheuristics. Information sciences: an international journal 179, 3255-3267, 2009.
  • R. Martínez-Bejar, J.M. Cadenas, H. Shirazi , P. Compton. A Semantics-driven, Fuzzy Logic-based Approach to Knowledge Representation and Inference. Experts Systems with Applications 36 (2), 1940-1960, 2009
  • J.M. Cadenas, J.L. Verdegay. Towards a new Strategy for solving Fuzzy optimization Problems. Fuzzy Optimization and Decision Making 8, 231-244, 2009.
  • J.L. Verdegay, R.R. Yager, P.P. Bonissone. On heuristics as a fundamental constituent of soft computing. Fuzzy Sets and Systems 159 (7), 846-855, 2008.
  • J.M. Cadenas, J.L. Verdegay. Fuzzy Optimization models based Metaheuristics. Investigación Operacional 29 (3), 253-273, 2008.
  • A. Muñoz, J.M. Cadenas. Un modelo para estimar las acciones a aplicar a los alumnos de ESO. Revista de Investigación Educativa 26 (2), 385-408, 2008.
  • F. Jiménez, .JM. Cadenas, G. Sánchez, A.F. Gómez-Skarmeta, J.L. Verdegay. Multi-objective evolutionary computation and fuzzy optimization. Internacional Journal of Approximate Reasoning 43, 59-75, 2006.
  • JM. Cadenas, J.L. Verdegay. A Primer on Fuzzy Optimization Models and Methods. Iranian Journal of Fuzzy Systems 3 (1), 1-21, 2006.
  • J.M. Cadenas, D.A. Pelta, H.R. Pelta, J.L. Verdegay. Application of fuzzy optimization to diet problems in Argentinean farms. European journal of operational research 158(1), 218-228, 2004.
  • F. Jiménez, J.M. Cadenas, J.L. Verdegay, G. Sánchez. Solving fuzzy optimization problems by evolutionary algorithms. Information sciences: an international journal 152 C, 303-311, 2003.
  • A. Flores, J.M. Cadenas, F. Martín. Detecting homogeneous groups in clustering using the euclidean distance Fuzzy sets and Systems 120 (2), 213-225, 2001.
  • A. Flores, J.M. Cadenas, F. Martín. Partition validity and defuzzification. Fuzzy sets and Systems 112 (3), 433-447, 2000.
  • M.M. Abad, L.D. Hernández. Local Representation Neural Networks for Feature Selection. Journal of Advances Computational Intelligence and Intelligence Informatic 3 (4) 326-331, 1999.
  • A. Ruiz, P.E. Lopez de Teruel, M.C. Garrido. Probabilistic Inference from Arbitrary Uncertainty using Mixtures of Factorized Generalized Gaussians. Journal of Artificial Intelligence Research 9, 167-217, 1998.
  • L.D. Hernández, S. Moral, A. Salmerón. A Monte Carlo Algorithm for Probabilistic Propagation in Belief Networks Based on Importance Sampling and Stratified Simulation Techniques. Internacional Journal of Approximate Reasoning 18 (1-2), 53-91, 1998.
  • J.M. Cadenas, J.L. Verdegay. Using fuzzy numbers in linear programming IEEE transactions on Systems, Man and Cybernetics, part B., 27 (6) 1-6, 1997.
  • L.D. Hernández, S. Moral. Mixing exact and Importance Sampling Propagation Algorithms in Dependence Graph. International Journal of Intellint systems 12 (8), 553-576, 1997.

   Books and Book Chapters from the last 10 years


  • M.A. Guillén-Navarro, J.M. Cadenas, M.C. Garrido, B. Ayuso, R. Martínez-España. Minimum Temperature Prediction Models in Plots to Forecast Frost in Crops. Agriculture and Environment Perspectives in Intelligent Systems (Series Ambient Intelligence and Smart Environments) 24, 91-106, 2019. IO Press (ISBN: 978-1-61499-968-3).
  • J.J. Merelo, F. Melicio, J.M. Cadenas, A. Dourado, A. Ruano, J. Filipe (editors). Computational Intelligence (Revised selected papers - Int. joint conference, IJCCI 2016) (Studies in Computational Intelligence) 792, 1-263, 2019. Springer International Publishing (ISBN: 978-3-319-99282-2)
  • J.M. Cadenas, M.C. Garrido. Intelligent Data Analysis, Soft Computing and Imperfect Data. Soft Computing Based Optimization and Decision Models (Studies in Fuzziness and Soft Computing. D. Pelta, C. Cruz Corona, editors) 360, 25-43, 2018. Springer International Publishing (ISBN: 978-3-319-64285-7).
  • J.M. Cadenas, M.C. Garrido, C. Villa. Towards an App based on FIREWARE architecture and data mining with imperfect data. Communications in Computer and Information Science (J. Medina, M. Ojeda-Aciego, J.L. Verdegay, D.A. Pelta, I.P. Cabrera, B. Bouchon-Meunier, R.R. Yager, editors) 854, 75-87, 2018. Springer (ISBN: 978-3-319-91475-6).
  • J.J. Merelo, A. Rosa, J.M. Cadenas, A. Dourado, K. Madani, A. Ruano, J. Filipe (editors). Computational Intelligence (Revised selected papers - Int. joint conference, IJCCI 2015). Studies in Computational Intelligence 669, 1-482, 2017. Springer-Verlag (ISBN: 978-3-319-48504-1).
  • J. J. Merelo, A. Rosa, J. M. Cadenas, A. Dourado, K. Madani, J. Filipe (editors). Computational Intelligence (Revised selected papers - Int. joint conference, IJCCI 2014). Studies in Computational Intelligence 620, 1-412, 2016. Springer-Verlag (ISBN: 978-3-319-26391-5).
  • J. M. Cadenas, M. C. Garrido, R. Martínez, D. Pelta, P. P. Bonissone. Gene Priorization for Tumor Classification using an Embedded Method. Computational Intelligence (Studies in Computational Intelligence) 613, 363-380, 2016. Springer-Verlag (ISBN: 978-3-319-23391-8).
  • J. M. Cadenas, M. C. Garrido, R. Martínez. Fuzzy Discretization process from small datasets. Computational Intelligence (Studies in Computational Intelligence). 613, 263-279, 2016. Springer-Verlag (ISBN: 978-3-319-23391-8).
  • A. Dourado, A. Ruano, F. Melício, J. Filipe, J. M. Cadenas, J. J. Merelo, K. Madani (editors). Proceedings of the 8th international joint conference on computational intelligence. IJCCI 2016, vol. 1 - ECTA, vol 2. - FCTA, vol. 3 - NCTA 1, 2, 3, 1-478, 2016. Scitepress (ISBN: 978-989-758-201-1).
  • J. M. Cadenas, M. C. Garrido, R. Martínez. Measuring Data Imperfection in a Neighborhood Based Method. Advances in Artificial Intelligence Intelligence (J.M. Puerta, J.A. Gámez, B. Dorronsoro, E. Barrenechea, A. Troncoso, B. Baruque, M. Galar, editors) - Lecture Notes in Artificial Intelligence. LNAI 9422, 213-223, 2015. Springer Verlag (ISSN: 0302-9743).
  • L. Serrano-Luján, J. M. Cadenas, A. Urbina. Classification of Failures in Photovoltaic Systems using Data Mining Techniques. Soft Computing Applications for Renewable Energy and Energy Efficiency (M.S. Garcia-Cascales, J. M. Sanchez, A.D. Masegosa, C. Cruz - Editors). 300-319, 2015. IGI Global (ISBN: 978-1-4666-6631-3).
  • J.M. Cadenas, M.C. Garrido, R. Martínez. Selecting Features from Low Quality Datasets by a Fuzzy Ensemble. Computational Intelligence - Studies in Computational Intelligence 577, 229-243, 2015. Springer-Verlag (ISBN: 978-3-319-11270-1).
  • A. Rosa, A. Dourado, A. Ruano, J. Filipe, J.M. Cadenas, J. J. Merelo, K. Madani (editors). Proceedings of the 7th international joint conference on computational intelligence. IJCCI 2015, vol. 1 - ECTA, vol 2. - FCTA, vol. 3 - NCTA 1, 2, 3, 1-738, 2015. Scitepress (ISBN: 978-989-758-157-1).
  • J.M. Cadenas, M.C. Garrido, R. Martínez, E. Muñoz. A problem of ecological dynamic logistics. Exploring Innovative and Successful Applications of Soft Computing (AD Masegosa, PJ Villacorta C Cruz-Corona, MS Garcia-Cascales, MT Lamata, JL Verdegay - editors) 1-18, 2014. IGI Global (ISBN: 978-1-46664-785-5).
  • A. Dourado, J. Filipe, J. M. Cadenas (editors). Proceedings of the international conference on fuzzy computation theory and applications. FCTA 2014. 1-216, 2014. Scitepress (ISBN: 978-989-758-053-6).
  • J. M. Cadenas, M. C. Garrido, R. Martínez. Generating Fuzzy Partitions from Nominal and Numerical Attributes with Imprecise Values. Computational Intelligence (Studies in Computational Intelligence) (K. Madani, A. Dourado, A. Rosa, J. Filipe - editors) 465, 167-182, 2013. Springer Verlag (ISBN: 978-3-642-35638-4).
  • R. Díaz-Valladares, J. M. Cadenas, M. C. Garrido. Fuzzy Randon Forest: Un multiclasificador basado en árboles de decisión fuzzy, 1-292, 2013. Publicia (ISBN: 978-3639550559).
  • J. M. Cadenas, M. C. Garrido, R. Martínez. Generating Optimized Fuzzy Partitions to Classification and Considerations to Management Imprecise Data. Computational Intelligence (Studies in Computational Intelligence) (K. Madani, A. Dourado, A. Rosa, J. Filipe - editors) 399, 151-165, 2012. Springer Verlag (ISBN: 978-3-642-27533-3).
  • E. Serrano, J.A. Botia, J.M. Cadenas. Advancing the state of the art in the analysis of multi-agent systems. 1-188, 2011. LAP Lambert Academic Publishing (ISBN: 978-3-8465-4352-8).
  • A. Muñoz-Ledesma, J.M. Cadenas. El rendimiento académico y la Minería de Datos. 1-108, 2011. Kiosko, José Ma Carbonell, DL: MU 647-2011 (ISBN: 978-84-936200-5-9).
  • A. Muñoz-Ledesma, J.M. Cadenas. Identificar acciones-atributos usando clustering. Desarrollo profesional y práctica educativa del profesorado, 141-150, 2011. Servicio de Publicaciones (EDITUM) (ISBN: 978-84-694-2844-3).
  • P.P. Bonissone, R.A. Díaz-Valladares, J.M. Cadenas, M.C. Garrido. Fundamentals for Design and Construction of a Fuzzy Random Forest. Foundations of Reasoning under Uncertainty (Studies in Fuzziness and Soft Computing) (B. Bouchon-Meunier, L. Magdalena, M. Ojeda-Aciego, J.L. Verdegay and R.R. Yager - editors) 249, 23-42, 2010. Springer Verlag (ISBN: 978-3-642-10726-9).
  • J.M. Cadenas, V. Liern, R. Sala, J.L. Verdegay. Fuzzy Linear Programming in Practice: An application to the Spanish Football League. Fuzzy Optimization. Recent advances and applications (Studies in Fuzziness and Soft Computing) (W.A. Lodwick, J. Kacprzyk - editors) 254, 503-528, 2010. Springer Verlag (ISBN: 978-3-642-13934-5).
  • E. Serrano, J.A. Botia, J.M. Cadenas. Infraestructure for Forensic Analysis of Multi-Agent based simulations. Programming Multi-Agent Systems (L. Braubach, J-P. Briot, J. Thangarajah, editors) - Lecture Notes in Artificial Intelligence LNAI 5919, 185-200, 2010. Springer Verlag (ISBN: 978-3-642-14842-2).
  • A.D. Masegosa, E. Muñoz, D.A. Pelta, J.M. Cadenas. Using Knowledge Discovery in Cooperative Strategies: Two Case Studies. Nature Inspired Coopertative Strtegies for Optimization - Studies in Computational Intelliegnce (Cruz, C.; Gonzalez, J.; Krasnogor, N.; Terrazas, G - editors) (ISBN: 978-3-642-12537-9) 284, 25-38, 2010. Springer Verlag (ISBN: 978-3-642-12537-9).

   Conference/Workshop Articles from the last 10 years


  • J.M. Cadenas, M.C. Garrido, R. Martínez-España. A Methodology for More Sustainable Agriculture Through Early Crop Frost Forecasting. 19th World Congress of the International Fuzzy Systems Association and 12th Conference of the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT 2021), Bratislava, Slovakia, 2021
  • J.M. Cadenas, M.C. Garrido, R. Martínez-España. Towards the characterization of agricultural regions based on weather conditions - Sustainable Agriculture. 4th International Workshop on Intelligent Systems for Agriculture Production and Environment Protection (ISAPEP'20), Madrid (Spain), 2020
  • M.A. Guillén-Navarro, J.M. Cadenas, M.C. Garrido, B. Ayuso, R. Martínez-España. A preliminary study to solve crop frost prediction using an Intelligent Data Analysis process. 2nd International Workshop on Intelligent Systems for Agriculture Production and Environment Protection (ISAPEP'18), Roma (Italy), 2018
  • J.M. Cadenas, M.C. Garrido, R. Martínez-España, A. Muñoz. A More Realistic k-Nearest Neighbors Method and its Possible Applications to Everyday Problems. 13th International Conference on Intelligent Environments (IE'17), Seul (Corea), 2017
  • J.J. Ortíz-Servin, A. Castillo, D. Pelta, J.M. Cadenas, J.L. Montes-Tadeo. Optimización de celdas y recargas de combustible mediante algoritmos genéticos y árboles de decisión. Proceedings ININ-SUTIN, Centro nuclear de México (México), 2016
  • A. Muñoz-Ledesma, J.M. Cadenas. Análisis Cluster y Sistemas de Decisión para la mejora del Rendimiento Académico en la Enseñanza Obligatoria. VII Simposio Teoría y Aplicaciones de Minería de Datos (TAMIDA 2015) - En XVI Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2015), Albacete (España), 2015
  • J.M. Cadenas, M.C. Garrido, R. Martínez, C. Calvo, C. Ivorra, V. Liern. GASRP-FP: A Hybrid Metaheuristic to Solve Fuzzy Portfolio Selection with non-Financial Goals. 16th world congress of the International Fuzzy Systems association (IFSA 2015) and the 9th conference of the European society for Fuzzy Logic and Technology (EUSFLAT2015), Gijón (España), 2015
  • J.M. Cadenas, M.C. Garrido, R. Martínez, A. Muñoz-Ledesma. Classification based on Neighborhood from Datasets with Low Quality Data. The 16th world congress of the International Fuzzy Systems association (IFSA 2015) and the 9th conference of the European society for Fuzzy Logic and Technology (EUSFLAT 2015), Gijón (España), 2015
  • R. Martínez, J.M. Cadenas, M.C. Garrido. The experimenter environment of the NIP imperfection processor. IEEE International Conference on Fuzzy Systems, In: IEEE World Congress on Computational Intelligence (WCCI2014) - CORE A -, Beijing (China), 2014
  • J.M. Cadenas, M.C. Garrido, R. Martínez. BAGIM-OFP: Particionamiento fuzzy de atributos desde datos imperfectos en datasets con pocos ejemplos. XVII Congreso Español sobre Tecnologías y Lógica Fuzzy (ESTYL2014), Zaragoza (España), 2014
  • J.M. Cadenas, M.C. Garrido, R. Martínez, D. Pelta, P. P. Bonissone. Using a Fuzzy Decision Tree Ensemble for Tumor Classification from Gene Expression Data. International Conference on Fuzzy Computation Theory and Applications (FCTA/IJCCI 2013), Vilamoura (Algarve, Portugal), 2013
  • J.M. Cadenas, M.C. Garrido, R. Martínez. Improving a Fuzzy Discretizaction Process by Bagging. International Conference on Fuzzy Computation Theory and Applications (FCTA/IJCCI 2013), Vilamoura (Algarve, Portugal), 2013
  • J.M. Cadenas, M.C. Garrido, R. Martínez, A. Martínez. Regla kM-vecinos más cercanos en bases de datos de baja calidad. VI simposio de Teoría y Aplicaciones de Minería de Datos (TAMIDA 2013) - En IV Congreso Español de Informática (CEDI 2013), Madrid (España), 2013
  • R. Martínez, J.M. Cadenas, M.C. Garrido, A. Martinez. Imputation missing values from Low Quality Data by NIP tool. IEEE International Conference on Fuzzy Systems (FUZZ IEEE 2013) - CORE A -, Hyderabad (India), 2013
  • 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 a multi-objective genetic algorithm. 26th European Conference on Operational Research (EURO2013), Roma (Roma, Italia), 2013
  • A. Saldaña, J.M. Cadenas, M.C. Garrido, R. Martínez. Explicit equations for non-dominated frontier in a portfolio problem based on Soft Computing. 22nd International Conference on Multiple Criteria Decision Making (MCDM 2013), Málaga (Málaga, España), 2013
  • J.M. Cadenas, M.C. Garrido, R. Martínez. A tool to manage low quality datasets. IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2012) - CORE A -, Brisbane (Brisbane, Australia), 2012
  • 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/IJCCI 2011). Barcelona (Barcelona, Spain), 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 fuzzy (ESTYLF 2012), Valladolid (Valladalid, Spain), 2012
  • 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), Albacete (Albacete, Spain), 2012
  • G. Acampora, J.M. Cadenas, R. de Prisco, V. Loia, E. Muñoz, R. Zaccagnino.A hybrid Computational Intelligence approach for automatic music composition. IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011) - CORE A -, Taipei (Taipei, Taiwan), 2011
  • J.M. Cadenas, M.C. Garrido, R. Martínez, P.P. Bonissone. Towards the learning from low quality data in a fuzzy random forest ensemble. IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011) - CORE A -, Taipei (Taipei, Taiwan), 2011
  • J.M. Cadenas, M.C. Garrido, R. Martínez, A. Martínez. Consensus Operators for Decision Making in Fuzzy Random Forest Ensemble. 11th International Conference on Intelligent Systems Design and Applications (ISDA 2011) - CORE C -, Córdoba (Spain), 2011
  • J.M. Cadenas, M.C. Garrido, R. Martínez, A. Martínez, R.A. Díaz-Valladares. Utilizando métodos de consenso para la toma de decisiones en ensambles basados en Fuzzy Random Forest. Conferencia Iberoamericana en Sistemas, Cibernética e Informática (CISCI 2011), Orlando (Florida, EEUU), 2011
  • J.M. Cadenas, M.C. Garrido, R. Martínez. Learning in a Fuzzy Random Forest Ensemble from Imperfect Data. IEEE International conference on Systems Man and Cybernetics 2011 (IEEE SMC 2011) - CORE B -. Anchorage (Alaska, USA), 2011
  • J.M. Cadenas, M.C. Garrido, R. Martínez. Constructing fuzzy partitions from imprecise data. International Conference on Fuzzy Computation Theory and Applications (FCTA/IJCCI 2011). Paris (Paris, France), 2011
  • P. Bonissone, J.M. Cadenas, M.C. Garrido, R.A. Díaz-Valladares, A. Muñoz. Toma de decisiones en ensambles basados en árbol fuzzy. XV congreso Español sobre tecnologías y lógica fuzzy (ESTYLF 2010), Punta Umbria (Huelva, Spain), 2010
  • J.M. Cadenas, J.V. Carrillo, M.C. Garrido, E. Muñoz. Nip1.5 : Una herramient software para la generación de conjuntos de datos con imperfección para minería de datos. XV congreso Español sobre tecnologías y lógica fuzzy (ESTYLF 2010), Punta Umbria (Huelva, Spain), 2010
  • E. Serrano, J.A. Botia, J.M. Cadenas. Infrastructure for Forensic Analysis of Multi-Agent based Simulations. Revised Selected Papers - 7th International workshop on Programming Multi-Agent Systems (ProMAS 2009) LNAI 5919 - CORE B -, Budapest (Budapest, Hungary), 2010
  • A.D. Masegosa, E. Muñoz, D. Pelta, J.M. Cadenas. Using Knowledge Discovery in Cooperative Strategies: Two case studies. Workshop on Nature Inspired Cooperative Strategies for Optimization (NISCO 2010), Granada (Granada, Spain), 2010
  • J.M. Cadenas, M.C. Garrido, R.A. Díaz-Valladares. Soft Computing en Ensambles basados en Bosting, Baggind y Random Forest. Conferencia Iberoamericana en Sistemas, Cibernética e Informática (CISCI 2010), Orlando (Florida, EEUU), 2010
  • G. Acampora, J.M. Cadenas, V. Loia, E. Muñoz. Achieving Memetic Adaptability by means of Fuzzy Decision Tress. IEEE World Congress on Computational Intelligence (FUZZ-IEEE 2010) - CORE A -, Barcelona (Barcelona, Spain), 2010
  • J.M. Cadenas, M.C: Garrido, R. Martínez. Generando una partición fuzzy óptima para clasificar. III simposio sobre Lógica Fuzzy y Soft Computing (LFSC 2010-EUSFLAT), Valencia (Valencia, Spain), 2010
  • G. Acampora, J.M. Cadenas, R. de Prisco, V. Loia, E. Muñoz, R. Zaccagnino. Generando una partición fuzzy óptima para clasificar. III simposio sobre Lógica Fuzzy y Soft Computing (LFSC 2010-EUSFLAT), Valencia (Valencia, Spain), 2010
  • A. Muñoz-Ledesma, J.M. Cadenas. Aplicando la Minería de Datos para la mejora del Rendimiento Académico de alumnos de un instituto de Enseñanza Secundaria. Simposio de Teoría y Aplicaciones de Minería de Datos (TAMIDA 2010), Valencia (Valencia, Spain), 2010
  • J.M. Cadenas, M.C. Garrido, E. Muñoz. Una estrategia Cooperativa adaptativa en problemas Dinámicos. Congreso Español sobre Metaheurísticas. Algoritmos Evolutivos y Bionspirados (MAEB 2010), Valencia (Valencia, Spain), 2010
  • J.M. Cadenas, J.V. Carrillo, M.C. Garrido. AG-MBT: Una metaheuristica híbrida basada en Algoritmos Genéticos y Búsqueda Tabú. Simposio de Inteligencia Computacional (SICO 2010), Valencia (Valencia, Spain), 2010
  • J.M. Cadenas, M.C. Garrido, R. Martínez, E. Muñoz. OFP_CLASS: An algorithm to generate optimized fuzzy partitions to classification. International Conference on Fuzzy Computaion and International Conference on Neural Computation (ICFN 2010-ICNC 2010), Valencia (Valencia, Spain), 2010