Publications

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Conference Paper
A Baseline Learning Genetic Fuzzy Classifier Based on Low Quality Data., Palacios, Ana, Sánchez Luciano, and Couso Inés , 01, p.803-808, (2009)
A coevolutionary genetic algorithm able to learn a FRBS and detect the less informative instances in low quality problems, Sánchez, Luciano , Congreso Español sobre tecnologías y lógica fuzzy, 01, Huelva (España), (2010)
A fuzzy definition of mutual information with application to the design of genetic fuzzy classifiers, Sánchez, Luciano, Suárez María, and Couso Inés , International Conference on Machine Intelligencea: ACIDCA-ICMI , 01, Tunez, (2005)
A Minimum Risk Wrapper Algorithm for Genetically Selecting Imprecisely Observed Features, Applied to the Early Diagnosis of Dyslexia, Sánchez, Luciano, Palacios Ana, and Couso Inés , Lecture Notes in Computer Science - LNCS, 09, Volume 5271, p.608-615, (2008)
A Minimum-Risk Genetic Fuzzy Classifier Based on Low Quality Data, Palacios, Ana M., Sánchez Luciano, and Couso Inés , Hybrid Artificial Intelligence Systems, Berlin, Heidelberg, p.654–661, (2009)
Algoritmo GA-P Difuso para la Generación de Controladores en Edificios Inteligentes, Lopez, Antonio, Doctor Faiyaz, and Sánchez Luciano , Congreso español de metaheurísticas, algoritmos evolutivos y bioinspirados., 01, Córdoba (España), (2004)
Approximating The Discrete Space Equation From Chaotic Noisy Data, Fernández, A., Sánchez Luciano, and Navarro J.J. , International Conference On Information Processing and Management Of Uncertainty In Knowledge-Based System, 01, (2000)
Aprendizaje jerárquico por refuerzo mediante programación genética dirigida por gramáticas, Carbajal, Santiago, and Sánchez Luciano , Congreso Español de algoritmos evolutivos y bioinspirados AEB-02, 01, Mérida (España), (2002)
Assessment of Multi-Objective Optimization Algorithms for Parametric Identification of a Li-Ion Battery Model, Echevarría, Yuviny, Sánchez Luciano, and Blanco Cecilio , Hybrid Artificial Intelligent Systems, Cham, p.250–260, (2016)
Boosting of fuzzy models for high-dimensional imprecise datasets, Sánchez, Luciano, and Ramón José , Information Processing and Management of Uncertainty in Knowledge-Based Systems, 07, París (Francia), (2006)
Computing the spanish medium electrical line maintenance costs by means of evolution-based learning processes, Cordón, O., Herrera F., and Sánchez Luciano , Methodology and Tools in Knowledge-Based Systems, Berlin, Heidelberg, p.478–486, (1998)
Defuzzification of Fuzzy p-Values, Couso, Inés, and Sánchez Luciano , Soft Methods for Handling Variability and Imprecision, Berlin, Heidelberg, p.126–132, (2008)
Energy-Efficient Sound Environment Classifier for Hearing Aids Based on Multi-objective Simulated Annealing Programming, Cocaña-Fernández, Alberto, Sánchez Luciano, Ranilla José, Gil-Pita Roberto, and Ayllón David , 10th International Conference on Soft Computing Models in Industrial and Environmental Applications, Cham, p.261–270, (2015)
Estimación de la Longitud de Línea de Baja Tensión Mediante Técnicas Evolutivas de Análisis de Datos, Cordón, O., Spín Antonio, Fajardo Waldo, Herrera F., and Sánchez Luciano , 8ª Reunión Nacional de Grupos de Investigación en Ingeniería Eléctrica, (1998)
Evolving Fuzzy Rule Based Classifiers with GA-P: A Grammatical Approach, Carbajal, Santiago, Martinez Fermín González, and Sánchez Luciano , 05, Volume 1598, p.203-210, (1999)
Generalized stochastic orderings applied to the study of perfomance of machine learning algorithm, Couso, Inés, and Sánchez Luciano , The 16th World Congress of the International Fuzzy Systems Association (IFSA) and the 9th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT), 06, Gijón, Asturias(Spain), (2015)
Genetic Algorithms for Estimating Longest Path from Inherently Fuzzy Data Acquired with GPS, Villar, José, Otero Adolfo, Otero José, and Sánchez Luciano , Proceedings of the 7th International Conference on Intelligent Data Engineering and Automated Learning, Berlin, Heidelberg, p.232–240, (2006)
Genetic Fuzzy Modelling of Li-Ion Batteries Through a Combination of Theta-DEA and Knowledge-Based Preference Ordering, Echevarría, Yuviny, Sánchez Luciano, and Blanco Cecilio , Advances in Artificial Intelligence, Cham, p.310–320, (2016)
Genetic Search of Block-Based Structures of Dynamical Process Models, Lopez, Antonio, and Sánchez Luciano , 06, Volume 2686, p.526-533, (2003)
GFS-Based Analysis of Vague Databases in High Performance Athletics, Palacios, Ana, Couso Inés, and Sánchez Luciano , 09, p.602-609, (2009)
Graph Based GP Applied to Dynamical Systems Modeling, Lopez, Antonio, García Hilario López, and Sánchez Luciano , 06, Volume 2084, p.725-732, (2001)
Managing imprecisely observed data in Genetic Fuzzy Models by means of a fuzzy-valued fitness function, Sánchez, Luciano, and Couso Inés , Congreso español de metaheurísticas, algoritmos evolutivos y bioinspirados., 01, Granada (España), (2005)
Managing stochastic algorithms cross-validation variability using an interval valued multiple comparison procedure, Otero, José, Sánchez Luciano, Palacios Ana, and Couso Inés , International Conference on Intelligent Systems Design and Applications, 11, p.1391-1396, (2011)
Mutual Information-Based Feature Selection in Fuzzy Databases Applied to Searching for the Best Code Metrics in Automatic Grading, Otero, José, Suárez Rosario, and Sánchez Luciano , Hybrid Artificial Intelligence Systems, Cham, p.330–341, (2014)
Online SOC estimation of Li-FePO4 batteries through an observer of the system state with minimal nonspecificity, Sánchez, Luciano, Couso Inés, and Blanco Cecilio , 08, p.1-8, (2015)
Optimización genético borrosa de parámetros en un sistema de bajo coste para la medición visual de cotas de vehículos, Otero, José, Otero Adolfo, Junco Luis, and Sánchez Luciano , Congreso Español sobre tecnologías y lógica fuzzy, 01, León (España), (2002)
Optimizing Supply Strategies in the Spanish Electrical Market., Marín, Enrique, and Sánchez Luciano , 06, Volume 2687, p.353-360, (2003)
Preliminary results on the application of boosting to learn weighted fuzzy rules under single-winner inference, Sánchez, Luciano, Otero José, Del M, and Suárez María , Congreso español de metaheurísticas, algoritmos evolutivos y bioinspirados., Córdoba-España, (2004)
RKEEL: Using KEEL in R code, Moyano, Jose, and Sánchez Luciano , 07, p.257-264, (2016)
Selecting an Appropriate Statistical Test for Comparing Multiple Experiments in Evolutionary Machine Learning, Otero, José, Sánchez Luciano, and Alcala-Fdez Jesus , 09, (2007)
Selecting the Most Informative Inputs in Modelling Problems with Vague Data Applied to the Search of Informative Code Metrics for Continuous Assessment in Computer Science Online Courses, Otero, José, Suárez Maria Del Rosari, Palacios Ana, Couso Inés, and Sánchez Luciano , Rough Sets and Current Trends in Computing, Cham, p.299–308, (2014)
Supervising classrooms comprising children with dyslexia and other learning problems with graphical exploratory analysis for fuzzy data: Presentation of the software tool and case study, Palacios, Ana, and Sánchez Luciano , IEEE International Conference on Fuzzy Systems, 07, p.2133-2140, (2014)
Using a symbolic model checker for verify safety properties in SA/RT models, Tuya, Javier, Sánchez Luciano, and Corrales Jose A. , Software Engineering –- ESEC '95, Berlin, Heidelberg, p.59–75, (1995)
Using the adabooth algorithm to induce fuzzy rules in classification problems, Junco, Luis, and Sánchez Luciano , X Congreso Español sobre Tecnologías y Lógica Difusa, 09, Santander (España), (2000)
Journal Article
A fast genetic method for inducting descriptive fuzzy models, Sánchez, Luciano, and Otero José , Fuzzy Sets and Systems, 01, Volume 141, p.33-46, (2004)
A Genetic Fuzzy Linguistic Combination Method for Fuzzy Rule-based Multiclassifiers Revista: IEEE Transactions on Fuzzy Systems, Cordón, O., Sánchez Luciano, Quirin Arnaud, and Trawinski Krzysztof , IEEE Transactions on Fuzzy Systems, 01, Volume 21, Number 5, p.950-965, (2013)
A methodology for exploiting the tolerance for imprecision in genetic fuzzy systems and its application to characterization of rotorblade leading edge materials, Sánchez, Luciano, Couso Inés, Palacios Ana, and Palacios José , Mechanical Systems and Signal Processing, 06, Volume 37, p.76-91, (2013)
An Equivalent Circuit Model With Variable Effective Capacity for LiFePO4 Batteries, Blanco, Cecilio, Sánchez Luciano, Gonzalez M, Antón Juan Carlos, Fernández Víctor García, and Viera Juan , IEEE Transactions on Vehicular Technology, 10, Volume 63, p.3592-3599, (2014)
Assessing the differences in accuracy between GFSs with bootstrap tests, Sánchez, Luciano, and Alcala-Fdez Jesus , 01, (2005)
COMBINING ADABOOST WITH PREPROCESSING ALGORITHMS FOR EXTRACTING FUZZY RULES FROM LOW QUALITY DATA IN POSSIBLY IMBALANCED PROBLEMS, Palacios, Ana, Sánchez Luciano, and Couso Inés , International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, Volume 20, Number supp02, p.51-71, (2012)
Cost-Sensitive Learning of Fuzzy Rules for Imbalanced Classification Problems Using FURIA, Palacios, Ana, Trawinski Krzysztof, Cordón O., and Sánchez Luciano , International Journal of Uncertainty Fuzziness and Knowledge-Based Systems, 10, Volume 22, p.643-675, (2014)
Disenos experimentales y tests estadisticos, tendencias actuales en Machine Learning., Otero, J, and Sánchez Luciano , 01, (2007)
Extending a simple genetic cooperative-competitive learning fuzzy classifier to low quality datasets, Palacios, Ana, Sánchez Luciano, and Couso Inés , Evolutionary Intelligence, 11, Volume 2, p.73-84, (2009)
Future Performance Modeling in Athletism with Low Quality Data-based Genetic Fuzzy Systems, Palacios, Ana, Sánchez Luciano, and Couso Inés , Multiple-Valued Logic and Soft Computing, 01, Volume 17, p.207-228, (2011)
Improving the Eco-Efficiency of High Performance Computing Clusters Using EECluster, Cocaña-Fernández, Alberto, Sánchez Luciano, and Ranilla, sr Jo , Energies, 03, Volume 9, p.197, (2016)
Induction of descriptive fuzzy classifiers with the Logitboost algorithm, Otero, José, and Sánchez Luciano , Soft Computing, Jul, Volume 10, Number 9, p.825–835, (2006)
Interval-valued Blind Source Separation Applied to AI-based Prognostic Fault Detection of Aircraft Engines, Martinez, Alvaro, Sánchez Luciano, and Couso Inés , Journal of Multiple-Valued Logic and Soft Computing, 01, Volume 22, p.151-166, (2014)
Learning from imprecise examples with GA-P algorithms, Sánchez, Luciano, and Couso Inés , Mathware & soft computing, ISSN 1134-5632, Vol. 5, Nº. 2-3, 1998, pags. 305-319, 01, Volume 5, (1998)
Localization and fuzzy classification of manufacturing defects in sheets of glass, Junco, Luis, and Sánchez Luciano , 01, Volume 5, (1998)
Niching scheme for steady state GA-P and its application to fuzzy rule based classifiers induction, Sánchez, Luciano, and González José Antonio Co , 01, (2000)
Obtaining fuzzy rules from interval-censored data with genetic algorithms and a random sets-based semantic of the linguistic labels, Sánchez, Luciano, and Couso Inés , Soft Comput., 10, Volume 15, p.1945-1957, (2011)
Obtaining linguistic fuzzy rule-based regression models from imprecise data with multiobjective genetic algorithms, Sánchez, Luciano, Otero José, and Couso Inés , Soft Comput., 03, Volume 13, p.467-479, (2009)
Singular spectral analysis of ill-known signals and its application to predictive maintenance of windmills with SCADA records, Sánchez, Luciano, and Couso Inés , Soft Computing, 05, Volume 16, (2011)
Solving Electrical Distribution Problems Using Hybrid Evolutionary Data Analysis Techniques, Cordón, O., Herrera F., and Sánchez Luciano , Applied Intelligence, Jan, Volume 10, Number 1, p.5–24, (1999)
Supply Estimation Using Coevolutionary Genetic Algorithms in the Spanish Electrical Market, Marín, Enrique, and Sánchez Luciano , Applied Intelligence, 07, Volume 21, p.7-24, (2004)
Taximeter verification with GPS and soft computing techniques, Villar, José, Otero Adolfo, Otero José, and Sánchez Luciano , Soft Computing, Mar, Volume 14, Number 4, p.405, (2009)
Using fuzzy preference orderings in theta-dominance with application to health monitoring of Li-ion batteries, Echevarría, Yuviny, Couso Inés, Anseán David, Blanco Cecilio, and Sánchez Luciano , Journal of Multiple-Valued Logic and Soft Computing, (2017)