Laura Palagi | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
Unboxing Tree Ensembles for interpretability: a hierarchical visualization tool and a multivariate optimal re-built tree		2023
Off-the-shelf solvers for mixed-integer conic programming: insights from a computational study on congested capacitated facility location instances		2023
A compact formulation for the base station deployment problem in wireless networks	NETWORKS	2023
Optimization-based approaches for learning Optimal Classification Trees	IFORS News	2023
A machine-learning based bio-psycho-social model for the prediction of non-obstructive and obstructive coronary artery disease	CLINICAL RESEARCH IN CARDIOLOGY	2023
O.Si.Si: Optimal SIzing and SIting of stationary storage systems in railway electrical lines using a blackbox integer model	JOURNAL OF ENERGY STORAGE	2022
Margin Optimal Classification Trees		2022
Speeding up the solution of the site and power assignment problem in wireless networks		2022
An integer black-box optimization model for repairable spare parts management	INTERNATIONAL JOURNAL OF INFORMATION SYSTEMS AND SUPPLY CHAIN MANAGEMENT	2021
Machine Learning use for prognostic purposes in Multiple Sclerosis	LIFE	2021
On the convergence of a Block-Coordinate Incremental Gradient method	SOFT COMPUTING	2021
Moses: A new approach to integrate interactome topology and functional features for disease gene prediction	GENES	2021
Supervised and unsupervised learning to classify scoliosis and healthy subjects based on non-invasive rasterstereography analysis	PLOS ONE	2021
A machine-learning-based bio-psycho-social model for the prediction of non-obstructive and obstructive coronary artery disease	EUROPEAN HEART JOURNAL	2021
Branching with hyperplanes in the criterion space: The frontier partitioner algorithm for biobjective integer programming	EUROPEAN JOURNAL OF OPERATIONAL RESEARCH	2020
Data of patients undergoing rehabilitation programs	DATA IN BRIEF	2020
Block layer decomposition schemes for training deep neural networks	JOURNAL OF GLOBAL OPTIMIZATION	2020
Considering patient clinical history impacts performance of machine learning models in predicting course of multiple sclerosis	PLOS ONE	2020
Optimal siting and sizing of wayside energy storage systems in a D.C. railway line	ENERGIES	2020
Case Article—Production and Distribution Optimization of Beach Equipment for the Marinero Company	TRANSACTIONS ON EDUCATION	2019

ERC

PE1_20

KET

Big data & computing

Keywords

Mathematical optimization.

machine learning

Management Science and Operations Research

support vector machines

Mixed Integer Programming

Progetti di Ricerca

Advanced Optimization-based machine learning models for analytics on clinical data