Stefano Federico TONELLATO

Position
Associate Professor
Roles
Department's Delegate for IT Infrastructures
Telephone
041 234 7422
E-mail
stone@unive.it
Scientific sector (SSD)
Statistica [STAT-01/A]
Website
www.unive.it/people/stone (personal record)
Office
Department of Economics
Website: https://www.unive.it/dep.economics
Where: San Giobbe

Publications

Year Type Publication
Year Type Publication
2022 Journal Article Pastore, Andrea; Tonellato, Stefano F; Aliverti, Emanuele; Campostrini, Stefano When does morbidity start? An analysis of changes in morbidity between 2013 and 2019 in Italy in STATISTICAL METHODS & APPLICATIONS, vol. in press, pp. 1-15 (ISSN 1618-2510)
DOI - ARCA card: 10278/5007280
2021 Book Article Casarin R., Facchinetti R., Sorice D., Tonellato S. Decision trees and random forests , The Essentials of Machine Learning in Finance and Accounting, London, Routledge, Taylor & Francis, pp. 1-30 (ISBN 9780367480813)
DOI - ARCA card: 10278/3733844
2020 Journal Article Tonellato S.F. Bayesian nonparametric clustering as a community detection problem in COMPUTATIONAL STATISTICS & DATA ANALYSIS, vol. 152 (ISSN 0167-9473)
DOI - ARCA card: 10278/3729558
2019 Book Article Stefano Tonellato Bayesian nonparametric clustering as a community detection problem , Bayesian nonparametric clustering as a community detection problem, Department of Economics Ca' Foscari University of Venice, vol. 4 (ISSN 1827-3580)
- ARCA card: 10278/3717492
2018 Journal Article Casarin, Roberto; Tonellato, Stefano Comment on Bayesian Cluster Analysis: Point Estimation and Credible Balls by Wade and Ghahramani in BAYESIAN ANALYSIS, vol. 13, pp. 604-605 (ISSN 1936-0975)
DOI - URL correlato - ARCA card: 10278/3704031
2018 Journal Article Stefano Tonellato; Matteo Iacopini Contributed discussion to Using Stacking to Average Bayesian Predictive Distributions in BAYESIAN ANALYSIS, vol. 13 (ISSN 1936-0975)
DOI - URL correlato - ARCA card: 10278/3704365
2018 Article in Conference Proceedings Stefano Tonellato Dirichlet processes, posterior similarity and graph clustering , Book of short papers SIS2018, Pearson Italia, Convegno: 49th Scientific meeting of the Italian Statistical Society (ISBN 9788891910233)
- ARCA card: 10278/3702815
2017 Book Article Tonellato From Dirichlet Process mixture models to spectral clustering in Stefano Tonellato, From Dirichlet Process mixture models to spectral clustering, Dipatimento di Economia, Università Ca' Foscari Venezia, vol. 33, pp. 1-16 (ISSN 1827-3580)
- ARCA card: 10278/3709445
2016 Abstract in Atti di convegno Casarin, Roberto; Pastore, Andrea; Tonellato, Stefano Sequential clustering based on Dirichlet Process Priors , CLADAG 2015 Book of Abstracts, CUEC Editrice, Convegno: CLADAG 2015 10th Scientific Meeting of the Classification and Data Analysis Group of the Italian Statistical Society (ISBN 978-88-8467-949-9)
- ARCA card: 10278/3678943
2014 Scientific monograph or treatise Andrea Pastore ; Domenico Sartore ; Stefano Tonellato ; Francesca Volo Analisi d'impatto dell'attività dell'Ente Bilaterale Artigianato Veneto. Un modello econometrico , Milano, Franco Angeli editore (ISBN 8891706698)
- ARCA card: 10278/43181
2014 Article in Conference Proceedings Andrea Pastore; Stefano Tonellato Identification of multiple clusterings using Gaussian mixtures , 47th SIS Scientific Meeting of the Italian Statistica Society, Cagliari, CLUEC, Convegno: 47th SIS Scientific Meeting of the Italian Statistica Society, June, 2014 (ISBN 9788884678744)
- ARCA card: 10278/43182
2013 Review in magazine A. Pastore; S. F. Tonellato Comment on "How to Find an Appropriate Clustering for Mixed Type Variables with Application to Socio-Economic Stratification", by C. Hennig and T.F Liao in JOURNAL OF THE ROYAL STATISTICAL SOCIETY. SERIES C, APPLIED STATISTICS, vol. 62, pp. 356-357 (ISSN 1467-9876)
- ARCA card: 10278/38272
2013 Book Article Andrea Pastore; Stefano Tonellato A merging algorithm for Gaussian mixture components , WP/04/2013, Dipartimento di Economia, Università Ca' Foscari Venezia, pp. 1-26 (ISSN 1827-3580)
- ARCA card: 10278/37645
2013 Book Article Stefano Tonellato; Andrea Pastore On the comparison of model-based clustering solutions , WP/05/2013, Dipartimento di Economia, Università Ca' Foscari Venezia, pp. 1-26 (ISSN 1827-3580)
- ARCA card: 10278/37620
2013 Book Article Pastore, Andrea; Tonellato, Stefano Federico Un'analisi del welfare regionale italiano mediante metodi di classificazione basati su modelli statistici , Analisi e strumenti di politica sociale, Edizioni Ca’ Foscari - Digital Publishing, pp. 107-134 (ISBN 978-88-97735-46-5)
DOI - URL correlato - ARCA card: 10278/39008
2013 Article in Conference Proceedings A. Pastore; S. F. Tonellato Model-based detection of multiple clusterings , SCo2013 150 Politecnico di Milano, Milano, Poliscript 2013 - Politecnico di Milano, Convegno: SCo.2013 Complex Data Modelling and Computationally Intensive Statistical Methods for Estimation and Prediction, 9-12 settembre 2013 (ISBN 9788864930190)
- ARCA card: 10278/38271
2013 Abstract in Atti di convegno A. Pastore; S.F. Tonellato A generalised Silhouette-width measure , Cladag 2013. 9th Meeting of the Classification and Data Analysis Group. Book of Abstracts, Padova, CLEUP, pp. 369-372, Convegno: Cladag 2013, 18-20 settembre 2013 (ISBN 9788867871179)
- URL correlato - ARCA card: 10278/39170
2011 Journal Article Pastore A.; Pastres R.; Tonellato S.F. Looking for similar patterns among monitoring stations. Venice Lagoon application. in ENVIRONMETRICS, vol. 22, pp. 712-724 (ISSN 1180-4009)
DOI - ARCA card: 10278/22390
2011 Article in Conference Proceedings Pastres R.; Pastore A.; Tonellato S.F. Clustering of environmental functional data in Barbara Cafarelli, Spatial 2. Spatial Data Methods for Environmental and Ecological Processes, Convegno: Spatial 2. Spatial Data Methods for Environmental and Ecological Processes (ISBN 9788896025123)
- ARCA card: 10278/25992
2009 Article in Conference Proceedings A. PASTORE; TONELLATO S.F A class of indexes for comparing model-based clustering solutions in INGRASSIA S.; ROCCI R., Classification and Data Analysis 2009, Book of Short Papers, Padova, CLEUP, pp. 593-596, Convegno: Cladag 2009, Settembre 2009 (ISBN 9788861294066)
- ARCA card: 10278/29474
2008 Other S. CIAVATTA; R. PASTRES; PASTORE A.; S.F. TONELLATO Looking for similar patterns among monitoring stations. Venice Lagoon application.
- ARCA card: 10278/23331
2007 Journal Article TONELLATO S.F. Random field priors for spectral density functions in JOURNAL OF STATISTICAL PLANNING AND INFERENCE, vol. 137, pp. 3164-3176 (ISSN 0378-3758)
DOI - ARCA card: 10278/30272
2007 Curatorship (a cura di) MANTOVAN P; PASTORE A; TONELLATO S.F. S.CO.2007 Fifth Conference. Complex Models and Computational Intensive Methods for Estimation and Prediction. Book of short papers. , PADOVA, CLEUP (ISBN 9788861291140)
- ARCA card: 10278/24853
2005 Journal Article TONELLATO S.F. Identifiability Conditions for Spatio-Temporal Bayesian Dynamic Linear Models in METRON, vol. LXIII, pp. 81-101 (ISSN 0026-1424)
- ARCA card: 10278/29120
2005 Rapporto di ricerca Andrea Pastore; Pietro Mantovan; Stefano Tonellato Gli alloggi per studenti universitari a Venezia , Comitato di Coordinamento degli Atenei Veneziani
- ARCA card: 10278/28269
2004 Other PETRELLA L; TONELLATO S.F. Gaussian ARMA model comparison under a Bayesian decision perspective
- ARCA card: 10278/5719
2003 Book Article TONELLATO S.F. Spatial prediction with space-time models in SCHADER MARTIN; GAUL WOLFGANG; VICHI MAURIZIO, Between Data Science and Applied Data Analysis, HEIDELBERG, Springer, pp. 358-366 (ISBN 9783540403548)
- ARCA card: 10278/11316
2003 Article in Conference Proceedings TONELLATO S.F. Bayesian estimation of the spectral density of stationary Gaussian random fields , S.Co.2003. Modelli Complessi e Metodi Computazionali Intensivi per la Stima e la Previsione, pp. 404-408, Convegno: S.Co.2003. Modelli Complessi e Metodi Computazionali Intensivi per la Stima e la Previsione, 4-6 SETTEMBRE 2003
- ARCA card: 10278/19929
2001 Journal Article TONELLATO S.F. A Multivariate Time Series Model for the Analysis and Prediction of Carbon Monoxide Atmospheric Concentrations in JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS, vol. 50, pp. 187-200 (ISSN 0035-9254)
- ARCA card: 10278/15973
2000 Journal Article MANTOVAN P.; PASTORE A; TONELLATO SF A comparison between parallel algorithms for system parameter identification in dynamic linear models in APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY, vol. 15, pp. 369-378 (ISSN 1524-1904)
DOI - ARCA card: 10278/15222
2000 Journal Article BROWN P.E.; KARESEN K.F.; ROBERTS G.O.; TONELLATO S.F. Blur-Generated Non-Separable Space-Time Models in JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B STATISTICAL METHODOLOGY, vol. 62, pp. 847-860 (ISSN 1369-7412)
- ARCA card: 10278/13821
1999 Book Article MANTOVAN P.; PASTORE A.; TONELLATO S.F. Recursive estimation of system parameter in environmental time series models in VICHI M.; OPITZ O., Classification and Data Analysis, Theory and Application, Springer-Verlag, pp. 311-318 (ISBN 9783540656333)
- ARCA card: 10278/10200
1998 Book Article TONELLATO S.F. A Bayesian Approach to the Analysis of Spatial Time Series in A.RIZZI; M. VICHI; H.H. BOCK, Advances in Data Science and Classification, BERLIN, Springer, pp. 579-584 (ISBN 9783540646419)
- ARCA card: 10278/12874
1997 Other MANTOVAN P.; PASTORE A.; TONELLATO S. Apprendimento e previsione con modelli lineari dinamici
- ARCA card: 10278/5124

List of selected publications