GALIMBERTI, GIULIANO
GALIMBERTI, GIULIANO
STAT - DIPARTIMENTO DI SCIENZE STATISTICHE "PAOLO FORTUNATI"
Docenti di ruolo di Ia fascia
Using mixtures in seemingly unrelated linear regression models with non-normal errors
In corso di stampa Galimberti, Giuliano; Scardovi, Elena; Soffritti, Gabriele
A comprehensive genetic evaluation of molecular phenotypes in pigs: gaining knowledge through metabolite ratios
2025 Bovo, S.; Bolner, M.; Schiavo, G.; Galimberti, G.; Bertolini, F.; Ribani, A.; Dall'Olio, S.; Zambonelli, P.; Gallo, M.; Fontanesi, L.
Application of artificial intelligence in livestock genomics: combining random forest and Boruta algorithm to identify informative single nucleotide polymorphisms across pig breeds
2025 Schiavo, G.; Bovo, S.; Bertolini, F.; Bolner, M.; Ribani, A.; Taurisano, V.; Galimberti, G.; Gallo, M.; Fontanesi, L.
Comparative analysis of targeted metabolomic profiles reveals plasma metabolite differences across three Italian heavy pig breeds
2025 Bovo, S.; Bolner, M.; Schiavo, G.; Fanelli, F.; Galimberti, G.; Bertolini, F.; Ribani, A.; Dall'Olio, S.; Zambonelli, P.; Pagotto, U.; Fontanesi, L.
Comparing metabolomic profiles among three Italian heavy pig breeds
2025 Bovo, S.; Bolner, M.; Schiavo, G.; Galimberti, G.; Bertolini, F.; Ribani, A.; Gallo, M.; Dall'Olio, S.; Zambonelli, P.; Fontanesi, L.
Description of metabolic differences between castrated males and intact gilts obtained from high-throughput metabolomics of porcine plasma
2025 Bovo, Samuele; Bolner, Matteo; Schiavo, Giuseppina; Galimberti, Giuliano; Bertolini, Francesca; Dall'Olio, Stefania; Ribani, Anisa; Zambonelli, Paolo; Gallo, Maurizio; Fontanesi, Luca
Exact Score Vector and Hessian Matrix for Mixtures of Matrix‐Variate Normals
2025 Berrettini, Marco; Galimberti, Giuliano
Exploring the animal molecular phenome with machine learning algorithms: mining the plasma metabolome to describe differences between breeds
2025 Bovo, S.; Bolner, M.; Schiavo, G.; Galimberti, G.; Bertolini, F.; Ribani, A.; Gallo, M.; Dall’Olio, S.; Fontanesi, L.
High-throughput GWAS for more than 250,000 metabolomic features provides novel insights on the genetic mechanisms influencing pig metabolism
2025 Bolner, M.; Bovo, S.; Schiavo, G.; Galimberti, G.; Bertolini, F.; Ribani, A.; Dall’Olio, S.; Zambonelli, P.; Gallo, M.; Fontanesi, L.
High-throughput untargeted metabolomics reveals metabolites and metabolic pathways that differentiate two divergent pig breeds
2025 Bovo, S.; Bolner, M.; Schiavo, G.; Galimberti, G.; Bertolini, F.; Dall'Olio, S.; Ribani, A.; Zambonelli, P.; Gallo, M.; Fontanesi, L.
Mean-restricted Matrix-variate Normals with an application to clustering
2025 Berrettini, Marco; Galimberti, Giuliano; Viroli, Cinzia
Merging metabolomics and genomics provides a catalog of genetic factors that influence molecular phenotypes in pigs linking relevant metabolic pathways
2025 Bovo, S; Ribani, A; Fanelli, F; Galimberti, G; Martelli, Pl; Trevisi, P; Bertolini, F; Bolner, M; Casadio, R; Dall'Olio, S; Gallo, M; Luise, D; Mazzoni, G; Schiavo, G; Taurisano, V; Zambonelli, P; Bosi, P; Pagotto, U; Fontanesi, L
Modelling Football Players’ Field Position via Mixtures of Gaussians with Flexible Weights
2025 Berrettini, Marco; Galimberti, Giuliano; Brendan Murphy, Thomas; Ranciati, Saverio
Identification of population-informative markers from high-density genotyping data through combined feature selection and machine learning algorithms: Application to European autochthonous and cosmopolitan pig breeds
2024 Schiavo G.; Bertolini F.; Bovo S.; Galimberti G.; Munoz M.; Bozzi R.; Candek-Potokar M.; Ovilo C.; Fontanesi L.
Identifying Brexit voting patterns in the British house of commons: an analysis based on Bayesian mixture models with flexible concomitant covariate effects
2024 Berrettini, Marco; Galimberti, Giuliano; Ranciati, Saverio; Murphy, Thomas Brendan
Machine learning methods to predict sea surface temperature and marine heatwave occurrence: a case study of the Mediterranean Sea
2024 Bonino G.; Galimberti G.; Masina S.; McAdam R.; Clementi E.
Mixtures of Probit Regression Models with Overlapping Clusters
2024 Ranciati, Saverio; Vinciotti, Veronica; Wit, Ernst C.; Galimberti, Giuliano
Molecular phenotyping through metabolomic analyses in pig breeds
2024 Bolner, M.; Bovo, S.; Schiavo, G.; Galimberti, G.; Bertolini, F.; Ribani, A.; Gallo, M.; Dall'Olio, S.; Fontanesi, L.
Combined targeted and untargeted metabolomics in pigs coupled with genomic information: Towards a comprehensive genetic characterization of the pig metabolome
2023 S. Bovo, G. Schiavo, F. Fanelli, A. Ribani, F. Bertolini, M. Gallo, G. Galimberti, Stefania Dall’Olio, PL. Martelli, R. Casadio, U. Pagotto, L. Fontanesi
Comparative targeted metabolomic profiles of porcine plasma and serum
2023 Bovo, Samuele; Schiavo, Giuseppina; Galimberti, Giuliano; Fanelli, Flaminia; Bertolini, Francesca; Dall'Olio, Stefania; Pagotto, Uberto; Fontanesi, Luca
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| Using mixtures in seemingly unrelated linear regression models with non-normal errors | Galimberti, Giuliano; Scardovi, Elena; Soffritti, Gabriele | 9999-01-01 | STATISTICS AND COMPUTING | - | 1.01 Articolo in rivista | - |
| A comprehensive genetic evaluation of molecular phenotypes in pigs: gaining knowledge through metabolite ratios | Bovo, S.; Bolner, M.; Schiavo, G.; Galimberti, G.; Bertolini, F.; Ribani, A.; Dall'Olio, S.; Zamb...onelli, P.; Gallo, M.; Fontanesi, L. | 2025-01-01 | - | - | 4.02 Riassunto (Abstract) | - |
| Application of artificial intelligence in livestock genomics: combining random forest and Boruta algorithm to identify informative single nucleotide polymorphisms across pig breeds | Schiavo, G.; Bovo, S.; Bertolini, F.; Bolner, M.; Ribani, A.; Taurisano, V.; Galimberti, G.; Gall...o, M.; Fontanesi, L. | 2025-01-01 | - | - | 4.02 Riassunto (Abstract) | - |
| Comparative analysis of targeted metabolomic profiles reveals plasma metabolite differences across three Italian heavy pig breeds | Bovo, S.; Bolner, M.; Schiavo, G.; Fanelli, F.; Galimberti, G.; Bertolini, F.; Ribani, A.; Dall'O...lio, S.; Zambonelli, P.; Pagotto, U.; Fontanesi, L. | 2025-01-01 | SCIENTIFIC REPORTS | - | 1.01 Articolo in rivista | s41598-025-23058-z.pdf; 41598_2025_23058_MOESM1_ESM.docx |
| Comparing metabolomic profiles among three Italian heavy pig breeds | Bovo, S.; Bolner, M.; Schiavo, G.; Galimberti, G.; Bertolini, F.; Ribani, A.; Gallo, M.; Dall'Oli...o, S.; Zambonelli, P.; Fontanesi, L. | 2025-01-01 | - | - | 4.02 Riassunto (Abstract) | - |
| Description of metabolic differences between castrated males and intact gilts obtained from high-throughput metabolomics of porcine plasma | Bovo, Samuele; Bolner, Matteo; Schiavo, Giuseppina; Galimberti, Giuliano; Bertolini, Francesca; D...all'Olio, Stefania; Ribani, Anisa; Zambonelli, Paolo; Gallo, Maurizio; Fontanesi, Luca | 2025-01-01 | JOURNAL OF ANIMAL SCIENCE | - | 1.01 Articolo in rivista | skaf178.pdf; skaf178_suppl_supplementary_tables_s1-s3_figure_s1.docx |
| Exact Score Vector and Hessian Matrix for Mixtures of Matrix‐Variate Normals | Berrettini, Marco; Galimberti, Giuliano | 2025-01-01 | STATISTICAL ANALYSIS AND DATA MINING | - | 1.01 Articolo in rivista | Statistical Analysis and Data Mining An ASA Data Science Journal - 2025 - Berrettini - Exact Score Vector and Hessian.pdf |
| Exploring the animal molecular phenome with machine learning algorithms: mining the plasma metabolome to describe differences between breeds | Bovo, S.; Bolner, M.; Schiavo, G.; Galimberti, G.; Bertolini, F.; Ribani, A.; Gallo, M.; Dall’Oli...o, S.; Fontanesi, L. | 2025-01-01 | - | - | 4.02 Riassunto (Abstract) | - |
| High-throughput GWAS for more than 250,000 metabolomic features provides novel insights on the genetic mechanisms influencing pig metabolism | Bolner, M.; Bovo, S.; Schiavo, G.; Galimberti, G.; Bertolini, F.; Ribani, A.; Dall’Olio, S.; Zamb...onelli, P.; Gallo, M.; Fontanesi, L. | 2025-01-01 | - | - | 4.02 Riassunto (Abstract) | - |
| High-throughput untargeted metabolomics reveals metabolites and metabolic pathways that differentiate two divergent pig breeds | Bovo, S.; Bolner, M.; Schiavo, G.; Galimberti, G.; Bertolini, F.; Dall'Olio, S.; Ribani, A.; Zamb...onelli, P.; Gallo, M.; Fontanesi, L. | 2025-01-01 | ANIMAL | - | 1.01 Articolo in rivista | 1-s2.0-S1751731124003306-main.pdf; 1-s2.0-S1751731124003306-mmc1.pdf |
| Mean-restricted Matrix-variate Normals with an application to clustering | Berrettini, Marco; Galimberti, Giuliano; Viroli, Cinzia | 2025-01-01 | STATISTICS AND COMPUTING | - | 1.01 Articolo in rivista | s11222-025-10641-7.pdf |
| Merging metabolomics and genomics provides a catalog of genetic factors that influence molecular phenotypes in pigs linking relevant metabolic pathways | Bovo, S; Ribani, A; Fanelli, F; Galimberti, G; Martelli, Pl; Trevisi, P; Bertolini, F; Bolner, M;... Casadio, R; Dall'Olio, S; Gallo, M; Luise, D; Mazzoni, G; Schiavo, G; Taurisano, V; Zambonelli, P; Bosi, P; Pagotto, U; Fontanesi, L | 2025-01-01 | GENETICS SELECTION EVOLUTION | - | 1.01 Articolo in rivista | s12711-025-00960-8.pdf; 12711_2025_960_MOESM1_ESM.xlsx; 12711_2025_960_MOESM2_ESM.docx; 12711_2025_960_MOESM3_ESM.docx; 12711_2025_960_MOESM4_ESM.docx |
| Modelling Football Players’ Field Position via Mixtures of Gaussians with Flexible Weights | Berrettini, Marco; Galimberti, Giuliano; Brendan Murphy, Thomas; Ranciati, Saverio | 2025-01-01 | - | Springer Nature | 2.01 Capitolo / saggio in libro | - |
| Identification of population-informative markers from high-density genotyping data through combined feature selection and machine learning algorithms: Application to European autochthonous and cosmopolitan pig breeds | Schiavo G.; Bertolini F.; Bovo S.; Galimberti G.; Munoz M.; Bozzi R.; Candek-Potokar M.; Ovilo C....; Fontanesi L. | 2024-01-01 | ANIMAL GENETICS | - | 1.01 Articolo in rivista | Animal Genetics_2024_Schiavo_ML.pdf |
| Identifying Brexit voting patterns in the British house of commons: an analysis based on Bayesian mixture models with flexible concomitant covariate effects | Berrettini, Marco; Galimberti, Giuliano; Ranciati, Saverio; Murphy, Thomas Brendan | 2024-01-01 | JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS | - | 1.01 Articolo in rivista | JRSSC-Oct-2021-0295R4.pdf |
| Machine learning methods to predict sea surface temperature and marine heatwave occurrence: a case study of the Mediterranean Sea | Bonino G.; Galimberti G.; Masina S.; McAdam R.; Clementi E. | 2024-01-01 | OCEAN SCIENCE | - | 1.01 Articolo in rivista | os-20-417-2024.pdf |
| Mixtures of Probit Regression Models with Overlapping Clusters | Ranciati, Saverio; Vinciotti, Veronica; Wit, Ernst C.; Galimberti, Giuliano | 2024-01-01 | BAYESIAN ANALYSIS | - | 1.01 Articolo in rivista | 23-BA1372.pdf |
| Molecular phenotyping through metabolomic analyses in pig breeds | Bolner, M.; Bovo, S.; Schiavo, G.; Galimberti, G.; Bertolini, F.; Ribani, A.; Gallo, M.; Dall'Oli...o, S.; Fontanesi, L. | 2024-01-01 | - | - | 4.02 Riassunto (Abstract) | - |
| Combined targeted and untargeted metabolomics in pigs coupled with genomic information: Towards a comprehensive genetic characterization of the pig metabolome |
S. Bovo, G. Schiavo, F. Fanelli, A. Ribani, F. Bertolini, M. Gallo, G. Galimberti, Stefani...a Dall’Olio, PL. Martelli, R. Casadio, U. Pagotto, L. Fontanesi |
2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Comparative targeted metabolomic profiles of porcine plasma and serum | Bovo, Samuele; Schiavo, Giuseppina; Galimberti, Giuliano; Fanelli, Flaminia; Bertolini, Francesca...; Dall'Olio, Stefania; Pagotto, Uberto; Fontanesi, Luca | 2023-01-01 | ANIMAL | - | 1.01 Articolo in rivista | 1-s2.0-S1751731123003464-main.pdf |