1 code implementation • 19 Oct 2022 • Federico D'Onofrio, Giorgio Grani, Marta Monaci, Laura Palagi
Thanks to their interpretability, decision trees have been intensively studied for classification tasks and, due to the remarkable advances in mixed integer programming (MIP), various approaches have been proposed to formulate the problem of training an Optimal Classification Tree (OCT) as a MIP model.
no code implementations • 30 Jul 2022 • Simone Foa, Corrado Coppola, Giorgio Grani, Laura Palagi
Comparisons between the algorithm proposed and the state-of-the-art solver OR-TOOLS show that the latter still outperforms the Reinforcement learning algorithm.
no code implementations • 30 Jul 2022 • Giorgio Grani, Corrado Coppola, Valerio Agasucci
The main idea is to replace the rounding phase of the Feasibility Pump with a suitable adaptation of the Shifting and other rounding heuristics.
no code implementations • 13 Jun 2022 • Marianna Maranghi, Aris Anagnostopoulos, Irene Cannistraci, Ioannis Chatzigiannakis, Federico Croce, Giulia Di Teodoro, Michele Gentile, Giorgio Grani, Maurizio Lenzerini, Stefano Leonardi, Andrea Mastropietro, Laura Palagi, Massimiliano Pappa, Riccardo Rosati, Riccardo Valentini, Paola Velardi
The Associazione Medici Diabetologi (AMD) collects and manages one of the largest worldwide-available collections of diabetic patient records, also known as the AMD database.
1 code implementation • 18 Oct 2021 • Marta Monaci, Valerio Agasucci, Giorgio Grani
The aim is to build up a greedy-like heuristic able to learn on some distribution of JSSP instances, different in the number of jobs and machines.
no code implementations • 1 Apr 2021 • Giorgio Grani, Lorenzo Madeddu, Paola Velardi
Proximity relationships of disease modules (hereafter DMs) in the human interactome network are now increasingly used in diagnostics, to identify pathobiologically similar diseases and to support drug repurposing and discovery.
no code implementations • 1 Sep 2020 • Valerio Agasucci, Giorgio Grani, Leonardo Lamorgese
In these cases, it is the duty of human traffic controllers, the so-called dispatchers, to do their best to minimize the impact on traffic.
no code implementations • 28 May 2020 • Danilo Avola, Luigi Cinque, Alessio Fagioli, Sebastiano Filetti, Giorgio Grani, Emanuele Rodolà
Computer-aided diagnosis (CAD) is becoming a prominent approach to assist clinicians spanning across multiple fields.