Immagine

GRESELIN FRANCESCA

Ruolo:
Professoressa associata
Settore scientifico disciplinare:
Statistica (SECS-S/01)
Telefono:
Stanza:
  • U07, Piano: 2, Stanza: 2063
Orari di ricevimento:

Si veda il sito di E-learning,

https://elearning.unimib.it/user/profile.php?id=826

su cui sono caricate e tenute aggiornate anche tutte le informazioni sui corsi e sulla didattica.

Biografia

Francesca Greselin is an Associate Professor of Statistics and Qualified Full Professor of Statistics (Italian ASN, September 2019).

She is President of the Classification and Data Analysis Group  (CLADAG) of the Italian Statistical Society (SIS). 

Her research activity is mainly devoted to  Mixture Models within the classification framework, by Gaussian, t-mixtures, skew distributions, and mixtures of factor analyzers; with emphasis on theoretical properties of the robust estimation, using trimming and constraints. Applications of such classification methods can be found, for instance, in (big) spectroscopic data for food authenticity studies.
She also contributes to the literature in the field of Economic inequality,  focusing on inequality measures, their properties, statistical inference, limit theorems, and their applications.
Computational Statistics is a needed tool within these research streams, we may find Francesca’s contributions in developing new algorithms, for the maximum likelihood estimation in presence of incomplete data (as the EM), under constraints (patterned covariance matrices), for robust estimation and sampling from huge sample spaces, by complete enumeration (Fréchet class for association measures) or by Markov chains (Partial order sets and their linear extensions).

She is Associate Editor of Statistics and Computing and is a member of 9 International Journal Boards. She also acts as a referee for more than 30 leading scientific journals in the field. 

She is a Reviewer of Discovery Grants for the Natural Sciences and Engineering Research Council of Canada (NSERC) since 2011; Reviewer for research applications submitted to the Research Foundation - Flanders (Fonds Wetenschappelijk Onderzoek - Vlaanderen, FWO), an independent funding agency that supports fundamental research in all disciplines in Flanders (Belgium) (since 2012); and member of the REPRISE team, Register of Expert Peer Reviewers for Italian Scientific Evaluation, appointed by Italian Ministry of Education, University and Research (MIUR), for activities related to the funding of proposals, or ex-ante, in itinere, and ex-post evaluation of research projects.

She is a member of the Commission for International Programmes and Mobility (from 09/09/2015),  a member of the Ph.D. School Board of the University of Milano-Bicocca (since 2017), and Vice Coordinator of the Ph.D. School in Statistics and Mathematical Finance (XXXIII Cycle).

She has been appointed to the  Inter-University working group (University of Milano-Bicocca, University of Milano, University of Pavia) for the establishment of two Master's degree courses on Artificial Intelligence (appointed in February 2021). 

She is a member of the Group on Gender Studies of the Milano-Bicocca University,  to analyze current trends, write the Bicocca 2021 Gender Balance Report, and devise specific positive actions to reduce the Gender Gap, within the Gender Equality Plan 2022.

She has published more than 40 papers in peer and editor-reviewed international scientific journals, and around 60 further publications with ISBN. She did more than 30 invited presentations to international conferences, being a plenary speaker in 8 of them.

ORCID ID https://orcid.org/0000-0003-2929-1748 

Scopus Author ID: 25936155400

WebOfScience ResearcherID: A-8770-2015

 

Ricerca

Research Interests

  • Mixture Models within the classification framework, by Gaussian, t-mixtures, skew distributions and mixtures of factor analyzers; with emphasis on theoretical properties of robust estimators, using trimming and constraints. Semisupervised robust classification methods.

  • Economic inequality, focusing on inequality measures, their properties, statistical inference, limit theorems and applications.

  • Gender Inequality: descriptive and inferential methods for its assessment, evaluation of the impact of policies to decrease Gender Gap.

  • Computational Statistics: algorithms, for the maximum likelihood estimation in presence of incomplete data (as the EM), under constraints (patterned covariance matrices), for robust estimation and for sampling from huge sample spaces, by complete enumeration (Fréchet class for association measures) or by Markov chains (Partial order sets and their linear extensions).

 

 

Pubblicazioni

  • Denti, F., Cappozzo, A., Greselin, F. (2021). A two-stage Bayesian semiparametric model for novelty detection with robust prior information. STATISTICS AND COMPUTING, 31(42), 1-19 [10.1007/s11222-021-10017-7]. Dettaglio

  • Cappozzo, A., Greselin, F., Murphy, T. (2021). Robust variable selection for model-based learning in presence of adulteration. COMPUTATIONAL STATISTICS & DATA ANALYSIS, 158 [10.1016/j.csda.2021.107186]. Dettaglio

  • Cappozzo, A., Duponchel, L., Greselin, F., Murphy, T. (2021). Robust variable selection in the framework of classification with label noise and outliers: Applications to spectroscopic data in agri-food. ANALYTICA CHIMICA ACTA, 1153(8 April 2021) [10.1016/j.aca.2021.338245]. Dettaglio

  • Greselin, F., Jedrzjeczak, A. (2020). Analyzing the Gender Gap in Poland and Italy, and by Regions. INTERNATIONAL ADVANCES IN ECONOMIC RESEARCH, 26(November 2020), 433-447 [10.1007/s11294-020-09810-3]. Dettaglio

  • Davydov, Y., Greselin, F. (2020). Comparisons Between Poorest and Richest to Measure Inequality. SOCIOLOGICAL METHODS & RESEARCH, 49(2), 526-561 [10.1177/0049124117747300]. Dettaglio

Progetti di ricerca

Sviluppo di un modello probabilistico per lo sviluppo di un sistema di distanziamento sociale adattivo
Anno: 2021
Bando: FAQC 2021 - seconda finestra
Enti finanziatori: Università degli Studi di MILANO-BICOCCA
YOUNG CLADAG, the satellite event of the eleventh scientific meeting of the CLAssification and Data Analysis Group (CLADAG) of the Italian Statistical Society (SIS)
Anno: 2017
Bando: Bando FIRB accordi di programma 2010
Enti finanziatori: FONDAZIONE CARIPLO

Premi e responsabilità scientifiche

Partecipazioni scientifiche

  • Fellow - University of Queensland (Australia), 2016 - 2017
  • Fellow - REPRISE team, Register of Expert Peer Reviewers for Italian Scientific Evaluation (Italia), 2016
  • Fellow - Research Foundation - Flanders (Fonds Wetenschappelijk Onderzoek - Vlaanderen, FWO), (Belgio), 2012
  • Fellow - International Council for Canadian Studies (ICCS), (Canada), 2011 - 2012
  • Fellow - University of Western Ontario, London, Ontario, Canada (Canada), 2011 - 2012
  • Fellow - University of Western Ontario, London, Canada. (Canada), 2011
  • Fellow - Natural Sciences and Engineering Research Council of Canada (NSERC) (Canada), 2011

Comitati editoriali

  • Associate Editor di rivista o collana editoriale - STATISTICS AND COMPUTING, 2022
  • Guest Editor di rivista o collana editoriale - STATISTICAL ANALYSIS AND DATA MINING, 2017 - 2019
  • Guest Editor di rivista o collana editoriale - STUDIES IN CLASSIFICATION, DATA ANALYSIS, AND KNOWLEDGE ORGANIZATION, 2017 - 2100
  • Guest Editor di rivista o collana editoriale - STATISTICAL ANALYSIS AND DATA MINING, 2015 - 2017
  • Membro del Comitato Editoriale - STATISTIKA, 2014 - 2100
  • Membro del Comitato Editoriale - SLASKI PRZEGLAD STATYSTYCZNY, 2013 - 2100
  • Membro del Comitato Editoriale - METODY ILOSCIOWE W BADANIACH EKONOMICZNYCH, 2013 - 2100
  • Membro del Comitato Editoriale - STATISTICA & APPLICAZIONI, 2004 - 2100

Direzione o responsabilità di ente

  • President of the Classification and Data Analysis Group of the Italian Statistical Association - Societa' Italiana di Statistica, 2023 - 2025
  • Vice President del Classification and Data Analysis Group della Società Italiana di Statistica (ClaDAG) - Societa' Italiana di Statistica, 2021 - 2023
  • Membro del Board del Classification and Data Analysis Group della Società Italiana di Statistica - Societa' Italiana di Statistica, 2017 - 2021

Incarichi di insegnamento o ricerca

  • Visiting Researcher - Ciclo di seminari dal titolo "Finite mixture models and their applications" all' Università di Lille 1,
    Lille (Francia) presso Inria, the French National Institute for computer science and applied
    mathematics, su invito di Christophe Biernacki - Lille 1 University Science and Technology, 2017
  • Visiting Researcher - Ciclo di seminari dal titolo "Inequality Measures and their properties", su
    invito di Alina Jedrzejczak, Head of the Department of Statistical Methods, all'interno di un periodo di visiting
    essendo vincitrice di un Bando LIFELONG LEARNING
    PROG/ ERASMUS - University of Lodz, 2016
  • Visiting Researcher - Seminario su invito al Department of Mathematics, University of Queensland, Brisbane
    (Australia). Titolo del talk: "The joint usage of trimming and constraints for robust estimation of
    Mixtures of Factor Analyzers". - University of Queensland, 2016
  • Visiting Researcher - Seminario su invito al Laboratoire Paul Painlevé, University of Lille 1, Lille (France).
    Titolo del talk: "From Gini to Zenga: In Search of a More Equitable Measurement of Income Inequality".
    https://math.univ-lille1.fr/d7/node/876 - Lille 1 University Science and Technology, 2015
  • Visiting Researcher - Ciclo di seminari dal titolo "Robust model-based classification and clustering" all' University of
    Valladolid (Spagna), nel GIR de Probabilidad y Estadìstica Matemàtica, su invito di Agustin
    Mayo-Iscar - Universidad de Valladolid, 2014
  • Visiting Researcher - Visiting University Scholar Program (VUSP) award (Completion: 2012) awarded by the Office of
    the Vice-President (Research and International Relations), University of Western Ontario,
    London, Ontario, Canada (R. Zitikis, Principal - The University of Western Ontario, 2011

Congressi/Convegni

  • Program committee - The 16th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena(Polonia), 2023
  • Program committee - 10th International Conference on Soft Methods in Probability and Statistics (SMPS 2022)(Spagna), 2022
  • Program committee - The 15th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena(Polonia), 2022
  • Program committee - The 14th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena(Polonia), 2021
  • Program committee - International conference on Distributions and Inequality Measures in Economics(Italia), 2020
  • Program committee - International Conference on Modelling and Forecasting of Socio-Economic Phenomena(Polonia), 2019
  • Program chair - Classification and data Analysis Conference 2019, 12th Scientific Meeting of the Classification and Data analysis Group of the Italian Statistical Society, Cassino (Italy), 11-13/09/2019(Italia), 2019
  • Presidente/Chairman del comitato organizzativo - Classification and Data Analysis Conference 2017, 11th Scientific Meeting of the Classification and Data analysis Group of the Italian Statistical Society, Milano (Italy), 13-15/09/2017(Italia), 2017
  • Program committee - 10th International Meeting of the Classification and Data Analysis Group (of the Italian Statistical Society), 2015
  • Program committee - ClaDAG 2015, 10th Scientific Meeting of the Classification and Data analysis group of the Italian Statistical Society, Cagliari (Italy) 8-10/10/2015(Italia), 2015
  • Program committee - International Conference on Statistics “Flint: one city, one hundred years under variability”, Flint, Michigan (US), June 2014, sponsored by the American Statistical Society, https://digitalcommons.kettering.edu/flint_statistics/(Stati Uniti), 2014
  • Program committee - Flint: One city, 100 years under variability, Flint (Michigan, US) Conferenza sponsorizzata dalla American Statistical Society 24-26/06/2014(Stati Uniti), 2014