Laura Palagi

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
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
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

ERC

  • PE1_20

KET

  • Big data & computing

Keywords

Mathematical optimization.
machine learning
Management Science and Operations Research
support vector machines
Mixed Integer Programming

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