An efficient optimization approach for best subset selection in linear regression, with application to model selection and fitting in autoregressive time-series LD Gangi, M Lapucci, F Schoen, A Sortino
Computational Optimization and Applications 74 (3), 919-948, 2019
20 2019 Injury risk assessment based on pre-crash variables: The role of closing velocity and impact eccentricity MS Gulino, L Di Gangi, A Sortino, D Vangi
Accident Analysis & Prevention 150, 105864, 2021
13 2021 Comprehensive disease control in systemic lupus erythematosus F Ceccarelli, G Olivieri, A Sortino, L Dominici, F Arefayne, AI Celia, ...
Seminars in Arthritis and Rheumatism 51 (2), 404-408, 2021
10 2021 An effective procedure for feature subset selection in logistic regression based on information criteria E Civitelli, M Lapucci, F Schoen, A Sortino
Computational Optimization and Applications 80 (1), 1-32, 2021
9 2021 Can machine learning models support physicians in systemic lupus erythematosus diagnosis? Results from a monocentric cohort F Ceccarelli, M Lapucci, G Olivieri, A Sortino, F Natalucci, FR Spinelli, ...
Joint Bone Spine 89 (3), 2022
7 2022 Integrated task scheduling and personnel rostering of airports ground staff: A case study P Cappanera, L Di Gangi, M Lapucci, G Pellegrini, M Roma, F Schoen, ...
Expert Systems with Applications 238, 121953, 2024
2 2024 A robust initialization of residual blocks for effective resnet training without batch normalization E Civitelli, A Sortino, M Lapucci, F Bagattini, G Galvan
IEEE Transactions on Neural Networks and Learning Systems, 2023
2 2023 Improved Maximum Likelihood Estimation of ARMA Models L Di Gangi, M Lapucci, F Schoen, A Sortino
Lobachevskii Journal of Mathematics 43 (9), 2433-2443, 2022
1 2022 On the Convergence of Inexact Alternate Minimization in Problems with Penalties M Lapucci, A Sortino
Operations Research Forum 5 (2), 41, 2024
2024 On the Convergence of Inexact Alternate Minimization in Problems with ℓ 0 Penalties M Lapucci, A Sortino
SN Operations Research Forum 5 (2), 1-11, 2024
2024 On the Exploitation of Sparsity in Regression and Global Optimization Models A Sortino
2022 An Efficient Optimization Approach for Subset Selection, with Application to Linear Regression and Auto-Regressive Time Series L Di Gangi, M Lapucci, F Schoen, A Sortino