Laura Palagi | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
Benders decomposition for congested partial set covering location with uncertain demand		2024
Feature selection in linear SVMs via hard cardinality constraint: a scalable SDP decomposition approach		2024
Optimal Network Design for Municipal Waste Management: Application to the Metropolitan City of Rome	LOGISTICS	2024
Tuning parameters of deep neural network training algorithms pays off: a computational study	TOP	2024
Block Layer decomposition applied to a watchdog controlled minibatch algorithm		2024
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
Deep Neural Network Regression to Assist Non-Invasive Diagnosis of Portal Hypertension	HEALTHCARE	2023
The use of machine learning for inferencing the effectiveness of a rehabilitation program for orthopedic and neurological patients	INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH	2023
Incorporating temporal dynamics of mutations to enhance the prediction capability of antiretroviral therapy's outcome for HIV-1		2023
A graph neural network-based model with Out-of-Distribution Robustness for enhancing Antiretroviral Therapy Outcome Prediction for HIV-1		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

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