• Artículo
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      A cost-sensitive constrained Lasso 

      Blanquero Bravo, Rafael; Carrizosa Priego, Emilio José; Ramírez Cobo, Josefa; Sillero Denamiel, María Remedios (Springer, 2020-03-02)
      The Lasso has become a benchmark data analysis procedure, and numerous variants have been proposed in the literature. ...
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      A global optimisation approach for parameter estimation of a mixture of double Pareto lognormal and lognormal distributions 

      Carrizosa Priego, Emilio José; Jocković, Jelena; Ramírez Cobo, Josefa (PERGAMON-ELSEVIER SCIENCE LTD, 2013-10-30)
      The double Pareto Lognormal(dPlN) statistical distribution, defined interms of both an exponentiated skewed Laplace ...
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      Analysis of an aggregate loss model in a Markov renewal regime 

      Ramírez Cobo, Josefa; Carrizosa Priego, Emilio José; Lillo Rodríguez, Rosa Elvira (ELSEVIER SCIENCE INC, 2020-12-22)
      In this article we consider an aggregate loss model with dependent losses. The loss oc- currence process is governed by a ...
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      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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      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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      On support vector machines under a multiple-cost scenario 

      Benítez Peña, Sandra; Blanquero Bravo, Rafael; Carrizosa Priego, Emilio José; Ramírez Cobo, Josefa (Springer, 2018-07-31)
      Support vector machine (SVM) is a powerful tool in binary classification, known to attain excellent misclassification ...
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      Robust newsvendor problem with autoregressive demand 

      Carrizosa Priego, Emilio José; Olivares Nadal, Alba Victoria; Ramírez Cobo, Josefa (Elsevier, 2016-04)
      This paper explores the classic single-item newsvendor problem under a novel setting which combines temporal dependence ...
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      The Markovian arrival process: A statistical model for daily precipitation amounts 

      Ramírez Cobo, Josefa; Marzo Artigas, Xavier; Olivares Nadal, Alba Victoria; Alvarez Francoso, José; Carrizosa Priego, Emilio José; Pita López, María Fernanda (ELSEVIER SCIENCE BV, 2013-12-21)
      The Markovian arrival process (MAP) is a stochastic process that allows for modeling dependent and non-exponentially ...