Bruno G. Galuzzi

According to our database, Bruno G. Galuzzi authored at least 16 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

scFBApy: A Python Framework for Super-Network Flux Balance Analysis.

Bruno G. Galuzzi, Chiara Damiani

Proceedings of the Artificial Life and Evolutionary Computation, 2023

Coupling constrained-based flux sampling and clustering to tackle cancer metabolic heterogeneity.

Bruno G. Galuzzi, Stefano Izzo, Fabio Giampaolo, Salvatore Cuomo, Marco Vanoni, Lilia Alberghina, Chiara Damiani, Francesco Piccialli

Proceedings of the 31st Euromicro International Conference on Parallel, 2023

2022

INTEGRATE: Model-based multi-omics data integration to characterize multi-level metabolic regulation.

Marzia Di Filippo, Dario Pescini, Bruno Giovanni Galuzzi, Marcella Bonanomi, Daniela Gaglio, Eleonora Mangano, Clarissa Consolandi, Lilia Alberghina, Marco Vanoni, Chiara Damiani

PLoS Comput. Biol., 2022

Machine Learning for Efficient Prediction of Protein Redox Potential: The Flavoproteins Case.

Bruno Giovanni Galuzzi, Antonio Mirarchi, Edoardo Luca Viganò, Luca De Gioia, Chiara Damiani, Federica Arrigoni

J. Chem. Inf. Model., 2022

Combining denoising of RNA-seq data and flux balance analysis for cluster analysis of single cells.

Bruno G. Galuzzi, Marco Vanoni, Chiara Damiani

BMC Bioinform., 2022

An Efficient Implementation of Flux Variability Analysis for Metabolic Networks.

Bruno G. Galuzzi, Chiara Damiani

Proceedings of the Artificial Life and Evolutionary Computation - 16th Italian Workshop, 2022

Best Practices in Flux Sampling of Constrained-Based Models.

Bruno G. Galuzzi, Luca Milazzo, Chiara Damiani

Proceedings of the Machine Learning, Optimization, and Data Science, 2022

2021

A Decision Support System in the Context of an Applied Game for Telerehabilitation.

Mauro Maria Baldi, Petar Aleksandrov Mavrodiev, Bruno Giovanni Galuzzi, Fabrizia Mantovani, Olivia Realdon, Enza Messina

Proceedings of the IEEE International Conference on Digital Health, 2021

OCTIS: Comparing and Optimizing Topic models is Simple!

Silvia Terragni, Elisabetta Fersini, Bruno Giovanni Galuzzi, Pietro Tropeano, Antonio Candelieri

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations, 2021

2020

Hyperparameter optimization for recommender systems through Bayesian optimization.

Bruno G. Galuzzi, Ilaria Giordani, Antonio Candelieri, Riccardo Perego, Francesco Archetti

Comput. Manag. Sci., 2020

Optimal Scenario-Tree Selection for Multistage Stochastic Programming.

Bruno G. Galuzzi, Enza Messina, Antonio Candelieri, Francesco Archetti

Proceedings of the Machine Learning, Optimization, and Data Science, 2020

Learning Optimal Control of Water Distribution Networks Through Sequential Model-Based Optimization.

Antonio Candelieri, Bruno G. Galuzzi, Ilaria Giordani, Francesco Archetti

Proceedings of the Learning and Intelligent Optimization - 14th International Conference, 2020

2019

Vulnerability of public transportation networks against directed attacks and cascading failures.

Antonio Candelieri, Bruno G. Galuzzi, Ilaria Giordani, Francesco Archetti

Public Transp., 2019

Bayesian Optimization for Recommender System.

Bruno Giovanni Galuzzi, Ilaria Giordani, Antonio Candelieri, Riccardo Perego, Francesco Archetti

Proceedings of the Optimization of Complex Systems: Theory, 2019

Optimizing Partially Defined Black-Box Functions Under Unknown Constraints via Sequential Model Based Optimization: An Application to Pump Scheduling Optimization in Water Distribution Networks.

Antonio Candelieri, Bruno G. Galuzzi, Ilaria Giordani, Riccardo Perego, Francesco Archetti

Proceedings of the Learning and Intelligent Optimization - 13th International Conference, 2019

2018

Business Information Systems for the Cost/Energy Management of Water Distribution Networks: A Critical Appraisal of Alternative Optimization Strategies.

Antonio Candelieri, Bruno G. Galuzzi, Ilaria Giordani, Riccardo Perego, Francesco Archetti

Proceedings of the Business Information Systems Workshops, 2018