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      A discretizing algorithm for location problems 

      Carrizosa Priego, Emilio José; Puerto Gómez, Justo (ELSEVIER SCIENCE BV, 1995)
      A new and simple methodology is proposed to solve both constrained and unconstrained planar continuous single-facility ...
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      Gaussian variable neighborhood search for continuous optimization 

      Carrizosa Priego, Emilio José; Drazic, Milan; Drazic, Zorica; Mladenović, Nenad (PERGAMON-ELSEVIER SCIENCE LTD, 2012-01-01)
      Variable Neighborhood Search (VNS) has shown to be a powerful tool for solving both discrete and box-constrained continuous ...
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      On approximate Monetary Unit Sampling 

      Carrizosa Priego, Emilio José (ELSEVIER SCIENCE BV, 2011-09-28)
      Monetary Unit Sampling (MUS), also known as Dollar-Unit Sampling, is a popular sampling strategy in Auditing, in which ...
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      On optimal regression trees to detect critical intervals for multivariate functional data 

      Blanquero Bravo, Rafael; Carrizosa Priego, Emilio José; Molero Río, Cristina; Romero Morales, María Dolores (ScienceDirect, 2023-01-13)
      In this paper, we tailor optimal randomized regression trees to handle multivariate functional data. A compromise between ...
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      On sparse optimal regression trees 

      Blanquero Bravo, Rafael; Carrizosa Priego, Emilio José; Molero del Río, María Cristina; Romero Morales, María Dolores (Elsevier, 2021-12-18)
      In this paper, we model an optimal regression tree through a continuous optimization problem, where a compromise between ...
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      Sparsity in optimal randomized classification trees 

      Blanquero Bravo, Rafael; Carrizosa Priego, Emilio José; Molero Río, Cristina; Romero Morales, María Dolores (ELSEVIER SCIENCE BV, 2019-12-16)
      Decision trees are popular Classification and Regression tools and, when small-sized, easy to interpret. Traditionally, a ...