Prediction accuracy or decision quality? A predict-then-optimize perspective
A Daldossi, S Cambiaghi, D Duma, R Aringhieri
Submitted paper
Multi-task scheduling of the in-hospital 3D-printed model production: A matheuristic approach
D Duma, S Marconi, E Lanzarone
Submitted paper
Integrating machine learning survival analysis and dynamic optimization to reduce Leave Without Being Seen in emergency departments
R Aringhieri, D Duma, V Meini
Submitted paper
Multi-objective outpatient scheduling via learning-based adaptive evolutionary search
S Cambiaghi, D Duma
Submitted paper [available in Open Access on SSRN]
Optimizing CT scheduling in the Emergency Department: development and simulation of a machine learning scheduling tool
L Ambrosi, C Bortolotto, L Carone, S Cambiaghi, D Duma, S Perlini, L Preda
Submitted paper
Decision-Aware Quantile Selection When Predicting Surgery Durations for Daily Surgical Case Assignment Problem
İ Mahmutoğulları, S Berden, D Duma, T Guns
Paper in writing
Dual-Horizon Surgical Scheduling via Distributional Clustering
D Duma, A Salacrist
Paper in writing
Computing upper and lower bounds for the maximum Chi-square index
D Duma, S Gualandi, F Malucelli
Paper in writing
VelociRAPTOR: A new algorithm for multimodal all-pairs time-dependent shortest paths at the European scale
D Duma, M Fischetti, S Gualandi, JN Ibáñez, C Tomasi
Paper in writing