research
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08/22/2023
Revisiting column-generation-based matheuristic for learning classification trees
Decision trees are highly interpretable models for solving classificatio...
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12/15/2022
Learning to repeatedly solve routing problems
In the last years, there has been a great interest in machine-learning-b...
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08/09/2022
Explainable prediction of Qcodes for NOTAMs using column generation
A NOtice To AirMen (NOTAM) contains important flight route related infor...
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01/07/2022
Machine-learning-based arc selection for constrained shortest path problems in column generation
Column generation is an iterative method used to solve a variety of opti...
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02/03/2021