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SELECCIONADAS
Ordenadas por fecha de
publicación. Actualizado hasta Diciembre 2013
Feature subset selection Filter-Wrapper based on low
quality data. J.M. Cadenas, M.C. Garrido, R. Martínez. Expert Systems
with Applications, v 40, 6241-6252, 2013.
NIP – An Imperfection
Processor to Data Mining datasets. J.M. Cadenas,
M.C. Garrido, R. Martínez.
International Journal of Computational Intelligence Systems, v 6 (1),
3-17, 2013.
Generating Fuzzy Partitions from Nominal and Numerical
Attributes with Imprecise Values. J.M.
Cadenas, M.C. Garrido, R. Martínez. Computational Intelligence. Studies in Computational
Intelligence, v. 465, 167-182, 2013.
Fuzzy Random
Forest: Un multiclasificador
basado en árboles de decisión fuzzy. R. A. Díaz, J.M. Cadenas, M.C.
Garrido. Publicia, Germany.
ISBN 978-3639550559. 2013.
A problem of ecological dynamic logistics. J.M.
Cadenas, M.C. Garrido, E. Muñoz, R. Martínez. Exploring Innovative and Successful Applications of Soft
Computing. IGI Global, USA. 2013.
Imputing missing values from Low Quality Data by NIP
tool. J.M.
Cadenas, M.C. Garrido, R. Martínez, A. Martínez. IEEE
International Conference on Fuzzy Systems (FUZZIEEE 2013), 2013. Hyderabad,
India.
Explicit equations for non-dominated frontier in a
portfolio selection problem based on Soft Computing. A. Saldaña, J.M.
Cadenas, M.C. Garrido, R. Martínez. 22nd International Conference on
Multiple Criteria Decision Making, 2013. Málaga,
Spain.
Regla kM-vecinos más
cercanos en Bases de Datos de Baja Calidad. J.M. Cadenas,
M.C. Garrido, R. Martínez, A. Martínez. VI Simposio de Teoría y Aplicaciones de
Minería de Datos (TAMIDA 2013), 2013. Madrid, España.
Using a Fuzzy Ensemble for Tumor Classification from
Gene Expresion Data. J.M.
Cadenas, M.C. Garrido, R. Martínez, D. A. Pelta, P.P. Bonissone. International Conference on Fuzzy Computation
Theory and Applications (FCTA 2013), 2013. Algarve, Portugal.
Improving a Fuzzy Discretization
Process by Bagging. J.M. Cadenas, M.C. Garrido, R. Martínez. International
Conference on Fuzzy Computation Theory and Applications (FCTA 2013), 2013.
Algarve, Portugal.
The non-dominated frontier of fuzzy portfolio
selection problems with additional constraints using a multi-objective genetic
algorithm. R.
Martínez, J.M. Cadenas, C. Calvo, M.C. Garrido, C. Ivorra,
V. Liern. 26th European Conference on Operational
Research, 2013. Roma, Italia.
Extending of information processing in a Fuzzy Random
Forest ensemble. J.M.
Cadenas, M.C. Garrido, R. Martínez, P.P. Bonissone. Soft
Computing, v 16 (5), 845-861, 2012.
OFP_CLASS: A hybrid method to generate Optimized Fuzzy
Partitions for CLASSification. M. Cadenas, M.C.
Garrido, R. Martínez, P.P. Bonissone. Soft
Computing, v 16 (4), 667-682, 2012.
Exact and heuristic procedures for solving the fuzzy
portfolio selection problem. J.M. Cadenas, J.V. Carrillo, M.C.
Garrido, C. Ivorra, V. Liern.
Fuzzy Optimization and Decision Making, v. 11 (1), 29-46, 2012.
Generating Optimized Fuzzy Partitions to
Classification and Considerations to Management Imprecise Data. J.M.
Cadenas, M.C. Garrido, R. Martínez. Computational Intelligence. Studies in Computational
Intelligence, v. 399, 152-166, 2012.
Towards an Approach to Select Features from Low
Quality Datasets. J.M. Cadenas, M.C. Garrido, R. Martínez.
International Conference on Fuzzy Computation Theory and Applications (FCTA
2012), 357-366, 2012. Barcelona, Spain.
A tool to manage low quality datasets. J.M. Cadenas,
M.C. Garrido, R. Martínez. WCCI 2012 IEEE World Congress on Computational
Intelligence (FUZZIEEE 2012), 1154-1161, 2012. Brisbane, Australia.
Estudio
de viabilidad de un problema de Logística Ecológica Dinámica. J.M. Cadenas, M.C. Garrido, R.
Martínez, E. Muñoz. VIII Congreso Español sobre Metaheurísticas,
Algoritmos Evolutivos y Bioinspirados (MAEB 2012),
305-312, 2012. Albacete, Spain.
Diseñando
Datasets con Datos de Baja Calidad para Algoritmos de
Aprendizaje Computacional.
M. Cadenas, M.C. Garrido,
R. Martínez. XVI Congreso Español sobre Tecnologías y Lógica (ESTYLF 2012),
414-419, 2012. Valladolid, Spain.
Facing dynamic optimization using a cooperative metaheuristic configured via fuzzy logic and SVMs.
J.M. Cadenas, M.C. Garrido,
E. Muñoz. Applied-Soft-Computing, v. 11 (8),
5639-5651, 2011.
Soft-computing based heuristics for location on
networks: the p-median problem. J.M.
Cadenas, M.J. Canós, M.C. Garrido, C. Ivorra, V. Lierns.
Applied-Soft-Computing, v. 11, 1540-1547, 2011.
Towards the Learning from Low Quality Data in a Fuzzy
Random Forest ensemble. J.M. Cadenas, M.C. Garrido, R.
Martínez, P. Bonissone. IEEE Fuzzy
International Conference on Fuzzy System (FUZZ-IEEE 2011), 2897-2904, 2011.
Taipei, Taiwan.
Utilizando
métodos de consenso para la toma de decisiones em
ensambles basados en Fuzzy
Random Forest. J.M. Cadenas, M.C. Garrido, R.
Martínez, A. Martínez, R.A Díaz Valladares. X Conferencia Iberoamericana en Sistemas, Cibernética e Informática (CISCI 2011), 114-119, 2011. Orlando, Florida. EE.UU.
Learning in a fuzzy random forest ensemble from low
quality data. J.M. Cadenas, M.C. Garrido,
R. Martínez. IEEE International Conference on Systems,
Man, and Cybernetics (SMC 2011), 277-282, 2011. Anchorage, Alaska.
Consensus Operators for Decision Making in Fuzzy
Random Forest Ensemble. J.M.
Cadenas, M.C. Garrido, R. Martínez, A. Martínez. 11th International Conference on Intelligent Systems Design and
Applications (ISDA 2011), 1377-1382, 2011. Córdoba, Spain.
Constructing fuzzy partitions from imprecise data. J.M. Cadenas, M.C. Garrido, R. Martínez. International Conference on Fuzzy Computation. Theory and Applications
(FCTA 2011), 379-388, 2011. París.
A
Fuzzy Random Forest.
P.P. Bonissone, J.M. Cadenas, M.C. Garrido, R.A.
Díaz-Valladares. International
Journal of Approximate Reasoning, v. 51, 729-747, 2010.
Fundamentals for Design and Construction of a Fuzzy
Random Forest. P.P. Bonissone,
J.M. Cadenas, M.C. Garrido, R.A. Díaz-Valladares. Foundations of
Reasoning Under Uncertainty. Studies in Fuzziness and
Soft Computing, v. 249, 23-42. Springer. 2010.
Mejorando el
comportamiento de ensambles basados
en boosting, bagging y random forest mediante Soft Computing. J.M. Cadenas, M.C.
Garrido, R.A. Díaz-Valladares.
Revista Iberoamericana en Sistemas, Cibernética e Informática, v.
7, 25-32, 2010.
A Classification and Regression Technique to handle Heterogeneous and Imperfect Information. M.C. Garrido, J.M. Cadenas, P.P. Bonissone.
Soft
Computing, v. 14, 1165-1185, 2010.
Nip1.5 : una herramienta
software para generación de conjuntos de datos con imperfección para data mining.
J.M. Cadenas, J.V.
Carrillo, M.C. Garrido, E. Muñoz. XV Congreso Español sobre Tecnologías y
Lógica Fuzzy (Estylf 2010),
411-416. 2010. Huelva, España.
Toma
de decisiones en ensambles basados en árboles fuzzy. P. Bonissone,
J.M. Cadenas, M.C. Garrido, R.A. Díaz-Valladares, A. Muñoz XV Congreso Español
sobre Tecnologías y Lógica Fuzzy (Estylf
2010), 637-642, 2010. Huelva, España.
Algoritmos para abordar modelos de inversión
afectados de incertidumbre. C. Calvo, J.M. Cadenas, J.V.
Carrillo, M.C. Garrido, C. Ivorra, V. Liern XV Congreso Español sobre Tecnologías
y Lógica Fuzzy (Estylf
2010), 631-636, 2010. Huelva,
España.
Soft computing en ensambles basados en boosting,
bagging y random forest. J.M. Cadenas, M.C.
Garrido, R.A. Díaz-Valladares.
Novena Conferencia Iberoamericana en Sistemas,
Cibernética e Informática (CISCI-2010),
v. 1, 29-34, 2010. Orlando, Florida. EE.UU.
Generando
una partición fuzzy óptima para clasificar. J.M. Cadenas,
M.C. Garrido, R. Martínez. III Simposio sobre la Lógica Fuzzy y Soft Computing
(LFSC2010), 343-350, 2010. Valencia, España.
Una
estrategia cooperativa adaptativa en
problemas dinámicos. J.M. Cadenas,
M.C. Garrido, E. Muñoz. VII Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB2010), 363-370, 2010. Valencia, España
AGMBT:
Un Algoritmo Genético con mutación Tabú. José M. Cadenas, Juan V. Carrillo, M. Carmen Garrido. III Simposio de Inteligencia
Computacional, SICO2010 (IEEE Computational Intelligence Society, SC), 15-22,
2010. Valencia, España.
OFP_CLASS:
An Algorithm to Generated Optimized Fuzzy Partitions to Classification. J.M. Cadenas, M.C.
Garrido, R. Martínez, E. Muñoz.
2nd International Conference on Fuzzy Computation (ICFC2010), 5-13, 2010. Valencia, España
GATSH:
a decision support system
for portfolio. J.M. Cadenas, J.V.
Carrillo, M.C. Garrido, V. Liern. 3rd International Conference of the ERCIM WG on Computing & Stattistics (CFE - ERCIM2010), 2010. U.K.
Different Approaches for Cooperation with Metaheuristics. J.M.
Cadenas, M.C. Garrido, E. Muñoz, C. Cruz-Corona, D. Pelta, J.L. Verdegay.
Encyclopedia of
Artificial Intelligence, IGI Global, 2009. ISBN: 978-1-59904-849-9.
Using Machine Learning in a Cooperative Hybrid
Parallel Strategy of Metaheuristics.
J.M. Cadenas, M.C. Garrido,
E. Muñoz.
Information Science, v. 179, 3255-3267, 2009.
A Hybrid Meta-Heuristic to Solve the Portfolio
Selection Problem. J.M.
Cadenas, J.V. Carrillo, M.C. Garrido, C. Ivorra, M.T.
Lamata, V. Liern.
International Fuzzy Systems Association and the
European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT 2009), 669-674,
2009.
Weighted decisions in a Fuzzy Random Forest. P.P. Bonissone,
J.M. Cadenas, M.C. Garrido, R.A. Díaz, R. Martínez.
International Fuzzy Systems Association and the
European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT 2009), 1553-1558,
2009.
Solving Portfolio Selection Problems with Meta-heuristic
Procedures. J.M.
Cadenas, J.V. Carrillo, M.C. Garrido, C. Ivorra, V. Liern, M.T. Lamata.
International Workshop on Multi-attribute Methods in
Finance and Insurance, 2009.
Un
Sistema Híbrido de Metaheurísticas en Entornos Dinámicos. J.M. Cadenas, M.C. Garrido, E. Muñoz,
B. Romera.
Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB 2009), 365-372, 2009.
Málaga, España.
NIP 1.5: A Tool to Handle Imperfect Information on
Data Sets. J.M. Cadenas, J.V.
Carrillo, R. Martínez, E. Muñoz.
Editorial José Mª Carbonell,
2008. ISBN: 978-84-936200-1-1.
Combination
Methods in a Fuzzy Random
IEEE International Conference on
Systems, Man, and Cybernetics (SMC 2008), 1794-1799, 2008.
Singapore
A
Fuzzy Random Forest: Fundamental for Design and Construction. P.P. Bonissone, R.A. Díaz-Valladares, J.M. Cadenas, M.C. Garrido
International Conference on Information Processing and
Management of Uncertainty in Knowledge-Based Systems (IPMU 2008), 1231-1238,
2008.
Construction
of a Cooperative Metaheuristics systems based on Data
Mining and Soft-Computing: Methodological issues. J.M. Cadenas,
M.C. Garrido, E. Muñoz
International
Conference on Information Processing and Management of Uncertainty in
Knowledge-Based Systems (IPMU 2008), 1246-1253, 2008.
Málaga, Spain
A Hybrid Algorithm
for the fuzzy p-median problem. J.M. Cadenas, J.V.
Carrillo, M.C. Garrido, M.J. Canós, C. Ivorra, V. Liern.
Multi
Conference on Computer Science and Information Systems (IADIS
2008), 77-84, 2008.
Amsterdam,
Países Bajos.
A
Hybrid System of Nature Inspired Metaheuristics. J.M. Cadenas, M.C. Garrido, E. Muñoz
Workshop on Nature Inspired Cooperative
Strategies for Optimization
(NISCO 2007), 1-10, 2007
Acireale, Italy
A cooperative Systems of
Metaheuristics. J.M. Cadenas,
M.C. Garrido, E. Muñoz.
7th International Conference on
Hybrid Intelligent Systems (HIS 2007), 120-125, 2007
Kaiserslautern, Alemania
Hacia una plataforma de ayuda a la
minería de datos en entornos imperfectos. J.M. Cadenas, M.C. Garrido, E. Muñoz, E. Serrano
V Taller Nac.
de Minería de Datos y Aprendizaje (TAMIDA 2007),
Integrado en CEDI 2007, 247-256, 2007
Zaragoza,
España
Hacia
el Diseño y Construcción de un Fuzzy Random Forest. P.P. Bonissone,
J.M. Cadenas, M.C. Garrido, R.A. Díaz.
II Symposio
sobre Lógica Fuzzy y Soft
Computing (LFSC 2007), Integrado en CEDI 2007, 41-48, 2007.
Zaragoza, España.
Datos e Instancias en el problema de
la p-mediana fuzzy. J.M. Cadenas , M.J. Canós, M.C.
Garrido, C. Ivorra, V. Liern.
V Congreso de Metaheurísticas,
Algoritmos Evolutivos y Bioinspirados (MAEB 2007),
231-237, 2007
Tenerife, España
Towards the process definition of Data Mining based in
Fuzzy Sets for Cooperative Metaheurístic Systems. J.M. Cadenas , M.C. Garrido, L.D.
Hernández, E. Muñoz
International Conference on Information
Processing and Management of Uncertainty in Knowledge-based Systems (IPMU 2006), 2828-2835, 2006
Paris, Francia
Modelado
del coordinador de un sistema metaheurístico
cooperativo mediante SoftComputing. J.M. Cadenas , R.A. Díaz-Valladares, M.C. Garrido, L.D.
Hernández, E. Serrano
Campus Multidisciplinar en Percepción
e Inteligencia (CMPI-2006), 679-689, 2006
Albacete,
España
Improving Explanation Ability in Naive Bayes. J.M.
Cadenas , M.C. Garrido, J.J. Hernández
Internacional Conference on
the Logic of Soft Computing (LSC 2006),
167-173, 2006
Málaga,
España
Efficiency of the mixture models components using
fuzzy integrals. J.M. Cadenas, M.C. Garrido, J.J. Hernández
IEEE
International Conference on Systems, Man and Cybernetics (IEEE SMC 2005),
1455-1460, 2005
Waikoloa, Hawaii,
EEUU
Validación de Clusters
mediante un operador de consenso. J.M. Cadenas , M.C. Garrido, J.J.
Hernández
4ª
Conferencia Iberoamericana en Sistemas, Cibernética e Informática (CISCI 2005),
1, 1-6, 2005
Orlando, Florida, EEUU
Heurístics to model the dependences between features in Fuzzy
pattern matching. J.M. Cadenas , M.C. Garrido, J.J. Hernandez
Fourth
Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT/LFAT
2005), 727-732, 2005
Barcelona, España
Data Mining: Heuristics in Fuzzy Pattern Matching. J.M. Cadenas , M.C. Garrido, J.J.
Hernández
European
Symposium on Nature-Inspired Smart Information Systems (NISIS 2005), www.nisis.de, 2005
La Albufeira,
Portugal
Improving fuzzy pattern matching techniques to deal
with non discrimination ability features. J.M. Cadenas, M.C. Garrido, J.J.
Hernandez
IEEE
International Conference on Systems, Man and Cybernetics (IEEE SMC 2004), 6,
5708-5713, 2004
The
Hague, The Netherlands
Heuristics for Optimization: two approaches for
problem resolution. J.M. Cadenas, M.C. Garrido, F. Jiménez.
Fuzzy
Sets based Heuristics for Optimization 126, 97-112, 2003. Physica-Verlag,
ISBN: 3-540-00551-X.
Fuzzy Integral in Systems Modeling. J.M. Cadenas, M.C. Garrido, J.J.
Hernández
IEEE
International Conference on Systems, Man and Cybernetics (IEEE SMC 2003), 2003
Washington, USA
Imperfección
Explícita versus adaptación de la información en MFGN extendido. J.M. Cadenas, M.C.
Garrido
XI congreso español sobre tecnologías
y Lógica Fuzzy (ESTYLF 2002), 547-552, 2002
Leon, España
Fuzzy Modelling
using Fuzzy Mathematical Programming. J.M.
Cadenas, M.C. Garrido, J.J. Hernández
International
Conference in Fuzzy Logic and Technology (EUSFLAT 2001), 10-13, 2001
Leicester, UK
Regresión mediante consenso usando
integrales fuzzy. J.M. Cadenas, M.C.
Garrido
X Congreso
Español sobre Tecnologías y Lógica Fuzzy (ESTYLF
2000), 229-234, 2000
Sevilla, España
Visual Object
Detection Using Fuzzy Concepts. M.C. Garrido, J.M. Cadenas, A. Ruiz
Third International ICSC Symposium on Fuzzy
Logic and Applications (CIMA 99), 1999
Rochester, New York, USA
Probabilistic Inference from Arbitrary Uncertainty
using Mixtures of Factorized Generalized Gaussians. A.
Ruiz, P.E. López de Teruel, M.C. Garrido.
Journal
of Artificial Intelligence Research 9, 167-217, 1998.
Kernel Density
Estimation from Heterogeneous Indirect Observations. A. Ruiz, P.E. López de Teruel, M.C.
Garrido
Learning 98, 1998
Madrid,
España
Tratamiento de Información Difusa en un
Modelo de Mezcla de Componentes Gaussianas. M.C.
Garrido, J.M. Cadenas, A. Ruiz
VIII
Congreso Español sobre Tecnologías y Lógica Fuzzy
(ESTYLF 98), 367-372,
1998
Pamplona,
España
A Hybrid Technique
in Mixture Model. M.C. Garrido, J.M. Cadenas, A. Ruiz.
Advances in
Intelligent Systems, 178-183, IOS Press, 1997. ISBN:
90-5199-355-2.
Una Medida de la Bondad de la Inferencia
usando Medidas Difusas. M.C. Garrido, J.M. Cadenas, A. Ruiz
VII
Congreso Español sobre Tecnologías y Lógica Fuzzy (ESTYLF 97), 165-170,
1997
Tarragona, España
Un Interfaz Mathematica-Delphi.
Aplicación en un Sistema Distribuido de Visión Artificial.
A. Ruiz, P.E. López de Teruel, M.C. Garrido
II
Congreso de Mathematica en España, 55-62, 1997
Madrid,
España