Guest editorial to the Special Issue on Machine Learning and Mathematical Optimization in TOP-Transactions in Operations Research

• Emilio Carrizosa ^[1] ; Dolores Romero Morales ^[2]
  1. [1] Universidad de Sevilla

     Universidad de Sevilla

     Sevilla, España

     
  2. [2] Copenhagen Business School

     Copenhagen Business School

     Dinamarca

     
• Localización: Top, ISSN-e 1863-8279, ISSN 1134-5764, Vol. 32, Nº. Extra 3, 2024 (Ejemplar dedicado a: Mathematical Optimization and Machine Learning), págs. 351-353
• Idioma: inglés
• DOI: 10.1007/s11750-024-00688-6
• Enlaces
  • Texto completo
• Referencias bibliográficas
  • Birbil ¸S˙I, Martin Ö, Onay G, Öztoprak F (2024) Bolstering stochastic gradient descent with model building. TOP, 32(3)
  • Brughmans D, Melis L, Martens D (2024) Disagreement amongst counterfactual explanations: how transparency can be misleading. TOP, 32(3)
  • Burgard JP, Pinheiro ME, Schmidt M (2024) Mixed-integer quadratic optimization and iterative clustering techniques for semi-supervised support...
  • Carrizosa E, Molero-Río C, Romero Morales D (2021) Mathematical optimization in classification and regression trees. TOP 29(1):5–33
  • Coppola C, Papa L, Boresta M, Amerini I, Palagi L (2024) Tuning parameters of deep neural network training algorithms pays off: a computational...
  • Gomez J, Alfaro C, Ortega F, Moguerza JM, Algar MJ, Moreno R (2024) Adapting support vector optimisation algorithms to textual gender classification....
  • Liberti L (2020) Distance geometry and data science. TOP 28(2):271–339
  • Lodi A, Zarpellon G (2017) On learning and branching: a survey. TOP 25(2):207–236
  • Pineda S, Morales JM, Jiménez-Cordero A (2024) Learning-assisted optimization for transmission switching. TOP, 32(3)
  • Pinson P, Han L, Kazempour J (2022) Regression markets and application to energy forecasting. TOP 30(3):533–573
  • Racette P, Quesnel F, Lodi A, Soumis F (2024) Gaining insight into crew rostering instances through ML-based sequential assignment. TOP, 32(3)
  • Tonglet J, Jehoul A, Reusens M, Reusens M, Baesens B (2024) Predicting the demographics of Twitter users with programmatic weak supervision....