Laura Palagi | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
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
Global optimization issues in deep network regression: an overview	JOURNAL OF GLOBAL OPTIMIZATION	2019
Machine Learning for the prediction of the dynamic behavior of a small scale ORC system	ENERGY	2019
Case—Production and Distribution Optimization of Beach Equipment for the Marinero Company	TRANSACTIONS ON EDUCATION	2019
A neural network approach to the combined multi-objective optimization of the thermodynamic cycle and the radial inflow turbine for Organic Rankine cycle applications	APPLIED ENERGY	2019
Branching with hyperplanes in the criterion space: the frontier partitioner algorithm for biobjective integer programming	Technical Report n. 3, 2019	2019
SWLDA offers a valuable trade-off between interpretability and accuracy for rehabilitative BCIs	Proceedings of the 8th Graz Brain-Computer Interface Conference 2019 - Bridging Science and Application	2019
Parallel decomposition methods for linearly constrained problems subject to simple bound with application to the SVMs training	COMPUTATIONAL OPTIMIZATION AND APPLICATIONS	2018
A MILP methodology to optimize sizing of PV - Wind renewable energy systems	ENERGY	2018

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