Federico FERRACCIOLI

Position
Researcher
E-mail
federico.ferraccioli@unive.it
Scientific sector (SSD)
Statistica [STAT-01/A]
Website
www.unive.it/people/federico.ferraccioli (personal record)
Office
Department of Environmental Sciences, Informatics and Statistics
Website: https://www.unive.it/dep.dais
Where: Campus scientifico via Torino

Publications

Year Type Publication
Year Type Publication
2024 Journal Article Ferraccioli, Federico; Casa, Alessandro; Stefanucci, Marco An adaptive functional regression framework for locally heterogeneous signals in spectroscopy in JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS, vol. 67 (ISSN 0035-9254)
DOI - ARCA card: 10278/5083224
2024 Journal Article Michele Cavazzutti; Eleonora Arnone; Federico Ferraccioli; Cristina Galimberti; Livio Finos; Laura M. Sangalli Sign‐flip inference for spatial regression with differential regularisation in STAT, vol. 13 (ISSN 2049-1573)
DOI - ARCA card: 10278/5082744
2023 Journal Article Riccetti, Nicola; Ferraccioli, Federico; Fasano, Augusto; Stilianakis, Nikolaos I. Demographic characteristics associated with West Nile virus neuroinvasive disease – A retrospective study on the wider European area 2006–2021 in PLOS ONE, vol. 18 (ISSN 1932-6203)
DOI - ARCA card: 10278/5082741
2023 Journal Article Ferraccioli, Federico; Riccetti, Nicola; Fasano, Augusto; Mourelatos, Spiros; Kioutsioukis, Ioannis; Stilianakis, Nikolaos I. Effects of climatic and environmental factors on mosquito population inferred from West Nile virus surveillance in Greece in SCIENTIFIC REPORTS, vol. 13 (ISSN 2045-2322)
DOI - ARCA card: 10278/5082728
2023 Journal Article Federico Ferraccioli; Giovanna Menardi Modal clustering of matrix-variate data in ADVANCES IN DATA ANALYSIS AND CLASSIFICATION, vol. 17, pp. 323-345 (ISSN 1862-5347)
DOI - ARCA card: 10278/5082743
2023 Journal Article Federico Ferraccioli; Laura M. Sangalli; Livio Finos Nonparametric tests for semiparametric regression models in TEST, vol. 32 (ISSN 1133-0686)
DOI - ARCA card: 10278/5082731
2023 Article in Conference Proceedings Michele Cavazzutti; Eleonora Arnone; Federico Ferraccioli; Livio Finos; Laura M. Sangalli Sign-Flip tests for Spatial Regression with PDE regularization , Proceedings of "Statistics and Data Science Conference", Pearson, Convegno: Statistics and Data Science Conference - SDS group (ISBN 978-88-6952-170-6)
- ARCA card: 10278/5082742
2023 Article in Conference Proceedings Michele Cavazzutti; Eleonora Arnone; Federico Ferraccioli; Livio Finos; Cristina Galimberti; Laura M. Sangalli Sign-Flip tests for the nonparametric component in Spatial Regression with PDE regularization , Proceedings of the GRASPA 2023 Conference, Autopubblicato, Convegno: GRASPA 2023 (ISBN 9791221033892)
- ARCA card: 10278/5082738
2022 Journal Article Arnone E.; Ferraccioli F.; Pigolotti C.; Sangalli L. M. A roughness penalty approach to estimate densities over two-dimensional manifolds in COMPUTATIONAL STATISTICS & DATA ANALYSIS, vol. 174, pp. 107527 (ISSN 0167-9473)
DOI - ARCA card: 10278/5082745
2022 Journal Article Fasano, Augusto; Riccetti, Nicola; Angelou, Anastasia; Gomez-Ramirez, Jaime; Ferraccioli, Federico; Kioutsioukis, Ioannis; Stilianakis, Nikolaos I An epidemiological model for mosquito host selection and temperature-dependent transmission of West Nile virus in SCIENTIFIC REPORTS, vol. 12, pp. 19946 (ISSN 2045-2322)
DOI - ARCA card: 10278/5082736
2022 Journal Article Riccetti, Nicola; Fasano, Augusto; Ferraccioli, Federico; Gomez-Ramirez, Jaime; Stilianakis, Nikolaos I Host selection and forage ratio in West Nile virus-transmitting Culex mosquitoes: Challenges and knowledge gaps in PLOS NEGLECTED TROPICAL DISEASES, vol. 16 (ISSN 1935-2735)
DOI - ARCA card: 10278/5082734
2022 Journal Article Ferraccioli F.; Sangalli L. M.; Finos L. Some first inferential tools for spatial regression with differential regularization in JOURNAL OF MULTIVARIATE ANALYSIS, vol. 189, pp. 104866-104888 (ISSN 0047-259X)
DOI - URL correlato - ARCA card: 10278/5082737
2022 Article in Conference Proceedings Federico Ferraccioli; Alessandro Casa; Marco Stefanucci Trend filtering for functional regression , Book of the Short Papers, PEARSON, pp. 1884, Convegno: 51st Scientific Meeting of the Italian Statistical Society (ISBN 9788891932310)
- ARCA card: 10278/5082725
2022 Abstract in Atti di convegno Ferraccioli Federico; Menardi Giovanna Nonparametric test for density modes , Proceedings in 16th International Conference on Computational and Financial Econometrics (CFE 2022) and 15th International Conference of the ERCIM (European Research Consortium for Informatics and Mathematics) Working Group on Computational and Methodological Statistics (CMStatistics 2022), ECOSTA ECONOMETRICS AND STATISTICS, Convegno: International Conference of the ERCIM (European Research Consortium for Informatics and Mathematics) Working Group on Computational and Methodological Statistics (CMStatistics 2022)
- URL correlato - ARCA card: 10278/5082729
2021 Journal Article Maria Frizzarin; Antonio Bevilacqua; Bhaskar Dhariyal; Katarina Domijan; Federico Ferraccioli; Elena Hayes; Georgiana Ifrim; Agnieszka Konkolewska; Thach Le Nguyen; Uche Mbaka; Giovanna Ranzato; Ashish Singh; Marco Stefanucci; Alessandro Casa Mid infrared spectroscopy and milk quality traits: A data analysis competition at the "International Workshop on Spectroscopy and Chemometrics 2021" in CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, vol. 219, pp. 104442 (ISSN 0169-7439)
DOI - ARCA card: 10278/5082732
2021 Journal Article Ferraccioli F.; Arnone E.; Finos L.; Ramsay J. O.; Sangalli L. M. Nonparametric density estimation over complicated domains in JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B STATISTICAL METHODOLOGY, vol. 83, pp. 346-368 (ISSN 1369-7412)
DOI - URL correlato - ARCA card: 10278/5082733
2021 Article in Conference Proceedings Federico Ferraccioli; Giovanna Menardi On testing the significance of a mode , Book of short papers - SIS 2021, Pearson, Convegno: SIS 2021, 21-25 Giugno 2021 (ISBN 9788891927361)
- ARCA card: 10278/5082727
2021 Abstract in Atti di convegno Emanuele Aliverti Bayesian nonparametric dynamic modeling of psychological traits , CLADAG 2021 BOOK OF ABSTRACTS AND SHORT PAPERS, Firenze University Press, pp. 25-26, Convegno: CLADAG 2021 - 13th Scientific Meeting of the Classification and Data Analysis Group (ISBN 9788855183406)
DOI - ARCA card: 10278/3743090
2020 Book Article Federico Ferraccioli; Laura M. Sangalli; Eleonora Arnone; Livio Finos A functional data analysis approach to the estimation of densities over complex regions , Functional and High-Dimensional Statistics and Related Fields, Springer, pp. 77-82 (ISBN 978-3-030-47755-4)
DOI - URL correlato - ARCA card: 10278/5082740
2020 Article in Conference Proceedings Ferraccioli F.; Menardi G. A modal approach for clustering matrices , Book of Short Papers, SIS 2020, Pearson, Convegno: SIS 2020 (ISBN 9788891910776)
- ARCA card: 10278/5082739
2020 Article in Conference Proceedings Menardi G.; Costantin D.; Ferraccioli F. Identification of high-energy γ−ray sources via nonparametric clustering , Book of Short Papers, SIS 2020, Pearson, Convegno: SIS 2020 (ISBN 9788891910776)
- ARCA card: 10278/5082726
2020 Article in Conference Proceedings Federico Ferraccioli; Andrea Sciandra; Mattia Da Pont; Paolo Girardi; Dario Solari and Livio Finos TextWiller @ SardiStance, HaSpeede2: Text or Con-text? A Smart Use of Social Network Data in Predicting Polarization , Proceedings of the Seventh Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2020), CEUR Workshop Proceedings, Convegno: EVALITA 2020 - Seventh Evaluation Campaign of Natural Language Processing and Speech Tools for Italian, December 17th, 2020 (ISBN 9791280136275)
- ARCA card: 10278/5082702
2019 Article in Conference Proceedings Ferraccioli F.; Sangalli L. M.; Finos L. Analysis of Data Over Complex Regions , Proceedings of the GRASPA 2019 Conference, Pescara, 15-16 July 2019, Creative commons, Convegno: GRASPA 2019 (ISBN 978-88-97413-34-9)
- ARCA card: 10278/5082724
2019 Article in Conference Proceedings Ferraccioli F.; Sangalli L. M.; Finos L. Bounded Domain Density Estimation , Book of Short Papers, SIS 2019, PEARSON, Convegno: SIS 2019 (ISBN 9788891915108)
- ARCA card: 10278/5082703
2018 Journal Article Matozzo, Valerio; Fabrello, Jacopo; Masiero, Luciano; Ferraccioli, Federico; Finos, Livio; Pastore, Paolo; Di Gangi, Iole Maria; Bogialli, Sara Ecotoxicological risk assessment for the herbicide glyphosate to non-target aquatic species: A case study with the mussel Mytilus galloprovincialis in ENVIRONMENTAL POLLUTION, vol. 233, pp. 623-632 (ISSN 0269-7491)
DOI - URL correlato - ARCA card: 10278/5082699
2018 Book Article A. Cappozzo; FERRACCIOLI, FEDERICO; M. Stefanucci; P. Secchi An Object Oriented Approach to Multimodal Imaging Data in Neuroscience , Studies in Neural Data Science, Springer, pp. 57-73 (ISBN 978-3-030-00039-4)
DOI - ARCA card: 10278/5082701
2018 Book Article Andrea Capozzo; Federico Ferraccioli; STEFANUCCI, MARCO; SECCHI, PIERCESARE An Object Oriented Approach to Multimodal Imaging Data in Neuroscience , Studies in Neural Data Science, Springer (ISBN 978-3-030-00038-7)
- ARCA card: 10278/5082700
2018 Article in Conference Proceedings Federico Ferraccioli; Laura M. Sangalli; Livio Finos Nonparametric penalized likelihood for density estimation , Book of Short Papers SIS 2018, pp. 1324-1329, Convegno: 49th Scientific meeting of the Italian Statistical Society (ISBN 9788891910233)
- ARCA card: 10278/5082696
2018 Abstract in Atti di convegno Federico Ferraccioli; Laura M. Sangalli; Livio Finos Density estimation via nonparametric penalized likelihood , Book of Abstracts - ISNPS 2018, Convegno: 4th Conference of the International Society for Nonparametric Statistics (ISBN 978-88-61970-00-7)
- ARCA card: 10278/5082697
2018 Abstract in Atti di convegno Livio Finos; Jesse Hemerik; Federico Ferraccioli; Laura M. Sangalli; Jelle Goeman Robust testing of generalized spatial regression models by conditional score test , Book of Abstracts - ISNPS 2018, pp. 14-15, Convegno: 4th Conference of the International Society for Nonparametric Statistics (ISBN 978-88-61970-00-7)
- ARCA card: 10278/5082698
2017 Article in Conference Proceedings Federico Ferraccioli; Livio Finos Exponential family graphical models and penalizations , SIS 2017. Statistics and Data Science: new challenges, new generations. 28-30 June 2017 Florence (Italy). Proceedings of the Conference of the Italian Statistical Society, Convegno: SIS 2017. Statistics and Data Science: new challenges, new generations. (ISBN 978-88-6453-521-0)
- ARCA card: 10278/5082695