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Listar por autor "Carrizosa Priego, Emilio José"
Mostrando ítems 41-60 de 176
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Artículo
Continuous optimisation techniques for optimal aiming strategies in solar power tower plants
Ashley, Thomas Ian; Carrizosa Priego, Emilio José; Fernández Cara, Enrique (PERGAMON-ELSEVIER SCIENCE LTD, 2019-01-01)Optimising the aiming strategy is crucial for Solar Power Tower plants, in order to maximise the energy generated, whilst ...
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Artículo
Cost-sensitive feature selection for support vector machines
Benítez Peña, Sandra; Blanquero Bravo, Rafael; Carrizosa Priego, Emilio José; Ramírez Cobo, Josefa (Elsevier, 2018-03)Feature Selection (FS) is a crucial procedure in Data Science tasks such as Classification, since it identifies the ...
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Artículo
Deriving Weights in Multiple-Criteria Decision Making with Support Vector Machines
Carrizosa Priego, Emilio José (Springer, 2006-01-01)A key problem in Multiple-Criteria Decision Making is how to measure the importance of the different criteria when just ...
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Artículo
Detecting relevant variables and interactions in supervised classification
Carrizosa Priego, Emilio José; Martín Barragán, Belén; Romero Morales, María Dolores (Elsevier, 2011-08-16)The widely used Support Vector Machine (SVM) method has shown to yield good results in Supervised Classification problems. ...
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Artículo
Different numerical methods in the study of passive scalar transport in a pipeline x-junction
Vicente Rodríguez, William; Salinas Vázquez, Martín; Chávez, C; Carrizosa Priego, Emilio José (ELSEVIER SCIENCE BV, 2009-01-01)A computational fluid dynamic model is used to analyze the transport processes of a passive scalar generated in the mixing ...
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Capítulo de Libro
Dimensionality Reduction for Classification: Comparison of Techniques and Dimension Choice
Plastria, Frank; Bruyne, Steven de; Carrizosa Priego, Emilio José (Springer, 2008)We investigate the effects of dimensionality reduction using different techniques and different dimensions on six two-class ...
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Artículo
Dominating sets for convex functions with some applications
Carrizosa Priego, Emilio José; Frenk, Johannes B. G. (Springer, 1998-02)A number of optimization methods require as a rst step the construction of a dominating set (a set containing an optimal ...
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Artículo
Dominators for multiple-objective quasiconvex maximization problems
Carrizosa Priego, Emilio José; Plastria, Frank (Springer, 2000-01-06)In this paper we address the problem of finding a dominator for a multiple-objective maximization problem with quasiconvex ...
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Artículo
Efficiency in Euclidean constrained location problems
Carrizosa Priego, Emilio José; Conde Sánchez, Eduardo; Fernández García, Francisco Ramón; Puerto Albandoz, Justo (ELSEVIER SCIENCE BV, 1993-01-01)In this note we present geometrical characterizations for the set of efficient, weakly efficient and properly efficient ...
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Artículo
Embedding the production policy in location-allocation decisions
Carrizosa Priego, Emilio José; Olivares Nadal, Alba Victoria; Ramírez Cobo, Josefa (Springer, 2019-11-21)This paper investigates how the production policy, as well as other factors, affect the facility location-allocation ...
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Tesis Doctoral
Enhancing Classification and Regression Tree-Based Models by means of Mathematical Optimization
Molero del Río, María Cristina (2022-12-19)This PhD dissertation bridges the disciplines of Operations Research and Machine Learning by developing novel Mathematical ...
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Tesis Doctoral
Enhancing robustness and sparsity via mathematical optimization
Olivares Nadal, Alba Victoria (2016-09-22)Esta tesis se centra en derivar métodos robustos o dispersos bajo la perspectiva de la optimización para problemas que ...
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Trabajo Fin de Grado
Explainability and Causality in Machine Learning through Shapley values
Carballo Castro, Alba (2022-06-02)Explainability and causality are becoming increasingly relevant in Machine Learning research. On the one hand, given the ...
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Trabajo Fin de Máster
Explainability and Fairness in Machine Learning
Villalba Pizarro, Fátima del Pilar (2021-06)Over the years, when speaking about prediction models, the focus has been set on improving their accuracy, at the cost ...
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Trabajo Fin de Grado
Explainable Machine Learning: Mathematical Optimization in Counterfactual Analysis
Martín Agüera, Agustín (2022-06-01)Counterfactual Analysis is a recent field of Explainable Machine Learning focused on the development of methods to provide ...
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Artículo
Field-design optimization with triangular heliostat pods
Domínguez Bravo, Carmen Ana; Bode, Sebastian James; Heiming, Gregor; Richter, Pascal; Carrizosa Priego, Emilio José; Fernández Cara, Enrique; Frank, Martin; Gauché, Paul (American Institute of Physics, 2016-05)In this paper the optimization of a heliostat field with triangular heliostat pods is addressed. The use of structures ...
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Artículo
Finding GM-estimators with global optimization techniques
Blanquero Bravo, Rafael; Carrizosa Priego, Emilio José; Conde Sánchez, Eduardo (Springer, 2001-01-01)In this note we address the problem of finding the GM-estimator for the location parameter of a univariate random variable. ...
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Artículo
Finding the principal points of a random variable
Carrizosa Priego, Emilio José; Conde Sánchez, Eduardo; Castaño Martínez, Antonia; Romero Morales, María Dolores (EDP Sciences, 2001)The p-principal points of a random variable X with finite second moment are those p points in R minimizing the expected ...
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Trabajo Fin de Grado
Forecast combinations
Tobar Fernández, Cristina (2023-06)In the forecasting community, forecast combinations have grown dramatically. Their uses in time series span a multitude ...
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Artículo
Functional-bandwidth kernel for Support Vector Machine with Functional Data_An alternating optimization algorithm
Blanquero Bravo, Rafael; Carrizosa Priego, Emilio José; Jiménez Cordero, María Asunción; Martín Barragán, Belén (ELSEVIER SCIENCE BV, 2018-11-24)Functional Data Analysis (FDA) is devoted to the study of data which are functions. Support Vector Ma- chine (SVM) is a ...