7 citations · 13 across the 6 of their papers we have counts for
3 papers · 1 filter
An improved column-generation-based matheuristic for learning classification trees
Krunal Kishor Patel, Guy Desaulniers, Andrea Lodi
Decision trees are highly interpretable models for solving classification problems in machine learning (ML). The standard ML algorithms for training decision trees are fast but gen…
Explainable prediction of Qcodes for NOTAMs using column generation
Krunal Kishor Patel, Guy Desaulniers, Andrea Lodi +1
A NOtice To AirMen (NOTAM) contains important flight route related information. To search and filter them, NOTAMs are grouped into categories called QCodes. In this paper, we devel…
Predicting the probability distribution of bus travel time to move towards reliable planning of public transport services
Léa Ricard, Guy Desaulniers, Andrea Lodi +1
An important aspect of the quality of a public transport service is its reliability, which is defined as the invariability of the service attributes. Preventive measures taken duri…