Publications

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Journal Article
The notion of roughness of a fuzzy set, Couso, Inés, Garrido Laura, and Sánchez Luciano , Fuzzy Sets and Systems, Volume 249, p.114 - 127, (2014)
The behavioral meaning of the median, Couso, Inés, Moral Serafín, and Sánchez Luciano , Information Sciences, Volume 294, p.127 - 138, (2015)
Taximeter verification using imprecise data from GPS, Villar, José, Otero Adolfo, Otero José, and Sánchez Luciano , Engineering Applications of Artificial Intelligence, Volume 22, Number 2, p.250 - 260, (2009)
Some relationships between fuzzy and random set-based classifiers and models, Sánchez, Luciano, Casillas Jorge, Cordón O., and del Jesus M. J. , International Journal of Approximate Reasoning, Volume 29, Number 2, p.175 - 213, (2002)
Similarity and dissimilarity measures between fuzzy sets: A formal relational study, Couso, Inés, Garrido Laura, and Sánchez Luciano , Inf. Sci., Volume 229, p.122-141, (2013)
Sequential pattern mining applied to aeroengine condition monitoring with uncertain health data, Palacios, Ana, Martínez Alvaro, Sánchez Luciano, and Couso Inés , Engineering Applications of Artificial Intelligence, Volume 44, p.10 - 24, (2015)
Obtaining transparent models of chaotic systems with multi-objective simulated annealing algorithms, Sánchez, Luciano, and Villar José R. , Information Sciences, Volume 178, Number 4, p.952 - 970, (2008)
Mutual information-based feature selection and partition design in fuzzy rule-based classifiers from vague data, Sánchez, Luciano, M. Suárez Rosario, Villar J.R., and Couso Inés , International Journal of Approximate Reasoning, Volume 49, Number 3, p.607 - 622, (2008)
Multiobjective genetic classifier selection for random oracles fuzzy rule-based classifier ensembles: How beneficial is the additional diversity?, Trawiński, Krzysztof, Cordón O., Quirin Arnaud, and Sánchez Luciano , Knowledge-Based Systems, Volume 54, p.3 - 21, (2013)
Mark-recapture techniques in statistical tests for imprecise data, Couso, Inés, and Sánchez Luciano , International Journal of Approximate Reasoning, Volume 52, Number 2, p.240 - 260, (2011)
Machine learning models, epistemic set-valued data and generalized loss functions: An encompassing approach, Couso, Inés, and Sánchez Luciano , Information Sciences, Volume 358-359, p.129 - 150, (2016)
Local iterative DLT soft-computing vs. interval-valued stereo calibration and triangulation with uncertainty bounding in 3D reconstruction, Otero, José, and Sánchez Luciano , Neurocomputing, Volume 167, p.44 - 51, (2015)
Linguistic cost-sensitive learning of genetic fuzzy classifiers for imprecise data, Palacios, Ana M., Sánchez Luciano, and Couso Inés , International Journal of Approximate Reasoning, Volume 52, Number 6, p.841 - 862, (2011)
Leveraging a predictive model of the workload for intelligent slot allocation schemes in energy-efficient HPC clusters, Cocaña-Fernández, Alberto, Sánchez Luciano, and Ranilla José , Engineering Applications of Artificial Intelligence, Volume 48, p.95 - 105, (2016)
Inner and outer fuzzy approximations of confidence intervals, Couso, Inés, and Sánchez Luciano , Fuzzy Sets and Systems, Volume 184, Number 1, p.68 - 83, (2011)
Higher order models for fuzzy random variables, Couso, Inés, and Sánchez Luciano , Fuzzy Sets and Systems, Volume 159, Number 3, p.237 - 258, (2008)
Harnessing the information contained in low-quality data sources, Couso, Inés, and Sánchez Luciano , Int. J. Approx. Reasoning, Volume 55, p.1485-1486, (2014)
Genetic learning of the membership functions for mining fuzzy association rules from low quality data, Palacios, Ana María, Palacios José Luis, Sánchez Luciano, and Alcalá-Fdez Jesús , Information Sciences, Volume 295, p.358 - 378, (2015)
Finding informative code metrics under uncertainty for predicting the pass rate of online courses, Otero, José, Junco Luis, Suárez Rosario, Palacios Ana, Couso Inés, and Sánchez Luciano , Information Sciences, Volume 373, p.42 - 56, (2016)
Eliciting a human understandable model of ice adhesion strength for rotor blade leading edge materials from uncertain experimental data, Palacios, Ana M., Palacios José L., and Sánchez Luciano , Expert Systems with Applications, Volume 39, Number 11, p.10212 - 10225, (2012)
Comments on “Learning from imprecise and fuzzy observations: Data disambiguation through generalized loss minimization” by Eyke Hüllermeier, Sánchez, Luciano , International Journal of Approximate Reasoning, Volume 55, Number 7, p.1583 - 1587, (2014)
Combining GP operators with SA search to evolve fuzzy rule based classifiers, Sánchez, Luciano, Couso Inés, and Corrales J.A. , Information Sciences, Volume 136, Number 1, p.175 - 191, (2001)
Bootstrap analysis of multiple repetitions of experiments using an interval-valued multiple comparison procedure, Otero, José, Sánchez Luciano, Couso Inés, and Palacios Ana , Journal of Computer and System Sciences, Volume 80, Number 1, p.88 - 100, (2014)
Boosting fuzzy rules in classification problems under single-winner inference, Sánchez, Luciano, and Otero José , Int. J. Intell. Syst., Volume 22, p.1021-1034, (2007)
An extension of the FURIA classification algorithm to low quality data through fuzzy rankings and its application to the early diagnosis of dyslexia, Palacios, Ana, Sánchez Luciano, Couso Inés, and Destercke Sébastien , Neurocomputing, Volume 176, p.60 - 71, (2016)
Additive similarity and dissimilarity measures, Couso, Inés, and Sánchez Luciano , Fuzzy Sets and Systems, Volume 322, p.35 - 53, (2017)
A random sets-based method for identifying fuzzy models, Sánchez, Luciano , Fuzzy Sets and Systems, Volume 98, Number 3, p.343 - 354, (1998)
A greedy randomized adaptive search procedure applied to the clustering problem as an initialization process using K-Means as a local search procedure, Cano, J. R., Cordón O., Herrera F., and Sánchez Luciano , Journal of Intelligent and Fuzzy Systems, Volume 12, Number 3-4, p.235–242, (2002)
A design methodology for semi-physical fuzzy models applied to the dynamic characterization of LiFePO4 batteries, Sánchez, Luciano, Couso Inés, and González Manuela , Applied Soft Computing, Volume 14, p.269 - 288, (2014)