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Guest editorial to the special issue on machine learning and mathematical optimization in TOP-Transactions in Operations Research
Carrizosa, Emilio; Romero Morales, María Dolores - In: Top : an official journal of the Spanish Society of … 32 (2024) 3, pp. 351-353
Persistent link: https://www.econbiz.de/10015188195
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Selection of time instants and intervals with Support Vector Regression for multivariate functional data
Blanquero, Rafael; Carrizosa, Emilio; Jiménez-Cordero, … - In: Computers & operations research : and their … 123 (2020), pp. 1-24
Persistent link: https://www.econbiz.de/10012286336
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Cost-sensitive Feature Selection for Support Vector Machines
Benítez-Peña, S.; Blanquero, R.; Carrizosa, Emilio; … - In: Computers & operations research : and their … 106 (2019), pp. 169-178
Persistent link: https://www.econbiz.de/10012014403
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Cost-sensitive probabilistic predictions for support vector machines
Benítez-Peña, Sandra; Blanquero, Rafael; Carrizosa, Emilio - In: European journal of operational research : EJOR 314 (2024) 1, pp. 268-279
Persistent link: https://www.econbiz.de/10014456876
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On clustering and interpreting with rules by means of mathematical optimization
Carrizosa, Emilio; Kurishchenko, Kseniia; Marín, Alfredo; … - In: Computers & operations research : and their … 154 (2023), pp. 1-19
Persistent link: https://www.econbiz.de/10014307360
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Mathematical optimization modelling for group counterfactual explanations
Carrizosa, Emilio; Ramírez-Ayerbe, Jasone; Romero … - In: European journal of operational research : EJOR 319 (2024) 2, pp. 399-412
Persistent link: https://www.econbiz.de/10015084224
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On sparse ensemble methods : an application to short-term predictions of the evolution of COVID-19
Benítez-Peña, Sandra; Carrizosa, Emilio; Guerrero, Vanesa - In: European journal of operational research : EJOR 295 (2021) 2, pp. 648-663
Persistent link: https://www.econbiz.de/10013205980
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On sparse optimal regression trees
Blanquero, Rafael; Carrizosa, Emilio; Molero-Río, Cristina - In: European journal of operational research : EJOR 299 (2022) 3, pp. 1045-1054
Persistent link: https://www.econbiz.de/10013207223
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Interpreting clusters via prototype optimization
Carrizosa, Emilio; Kurishchenko, Kseniia; Marín, Alfredo; … - In: Omega : the international journal of management science 107 (2022), pp. 1-13
Persistent link: https://www.econbiz.de/10014304678