Catalogo dei Corsi di studio

PERSONAL DATA
Born in Roma (Italy) on 18/9/1976

SCOPUS Author ID: 35233567000
ORCID ID: 0000-0003-4091-3165
WOS Researcher ID: AAA-1318-2021

EDUCATION
- BSc, Statistical & Economic Sciences, University of Rome "La Sapienza", 2000
- Ph.D. in Statistics, Univ. of Rome "La Sapienza", 2004

CURRENT ACADEMIC POSITION
- 2020 Full Professor, academic discipline SECS/S01, Department of Statistical Sciences, Univ. of Rome "La Sapienza"

PREVIOUS ACADEMIC POSITIONS
- 2015 2020 Associate Professor, SECS/S01, Dept. of Statistical Sciences, Univ. of Rome "La Sapienza"
- 2008 2015 Assistant Professor, SECS/S01, Dept. of Statistical Sciences, Univ. of Rome "La Sapienza"
- 2004 2008 Post-doc researcher at the Dept. of Statistics, Probability and Applied Statistics, Univ. of Rome "La Sapienza"

RESEARCH INTERESTS
His research interests are in the context of multivariate and multiway data analysis and they mainly concern dimensionality reduction, fuzzy and heuristic clustering, tensor decompositions. The methodological advances have been applied to different scientific fields, including medicine, environment, chemistry and psychology.
His research activity is documented by more than 70 publications in journals of high international reputation and proceedings, including Computational Statistics & Data Analysis, Journal of Statistical Software, Psychometrika, Statistics in Medicine, Information Sciences, Chemometrics & Intelligent Laboratory Systems, Fuzzy Sets and Systems, Journal of Chemometrics, Plos One, Journal of Multivariate Analysis, etc.
Moreover, he developed 4 R packages: ThreeWay (with MA Del Ferraro & HAL Kiers), fclust (with MB Ferraro & A Serafini), dclust (with S Wilkinson), datasetsICR (with MB Ferraro & F Martella).

BIBLIOMETRIC INDEXES
- H-index Scopus: 19
- H-index Google Scholar: 23

RESEARCH FUNDS
- Sapienza 2021: New developments on clustering of text, functional and other complex data (I), 36787
- Sapienza 2020: New statistical learning methods for model-based unsupervised classification of complex and high dimensional data (I), 45000
- Sapienza 2019: New developments on regression models for multivariate mixed responses (PI), 4000
- Attrezzature Sapienza 2019: TeraStat2: infrastruttura di supercalcolo ad alta densità per la risoluzione di problemi data-centric di elevata complessità (I), 55000
- Sapienza 2018: Clustering methods for complex, high-dimensional, data (I), 38800
- FFABR 2017: Funding for basic research activities, granted by ANVUR to top 25% associate professors working in Italy, 3000
- Sapienza 2017: Early detection of mood swings in normal, depressed and bipolar subjects through intensive longitudinal methods: genetic, psychophysiological and behavioral dynamic factors (I), 25000
- Sapienza 2016: Latent Variable Models for Complex Data Structures (PI), 36600
- Sapienza 2015: Latent Variable Models for Complex Data Structures, with a focus on Categorical Responses (I), 31631
- Sapienza 2014: Metodi di biclustering con approccio fuzzy (I), 6000
- Sapienza 2013: Indici classici di disuguaglianza e variabilità: nuove prospettive di ricerca (PI), 7000
- FIRB 2012: Modelli mistura e a variabili latenti per l'inferenza causale e l'analisi di dati socio-economici (Rome "La Sapienza" unit PI), 237861 (PI: F Bartolucci, total budget 913581 )
- PRIN 2010-2011: Multivariate statistical models for risk assessment (I), 624607 (PI: P Giudici)
- Sapienza 2012: Nuove metodologie multivariate per l'analisi di struttura latente per dati a tre vie e longitudinali (I), 9000
- Sapienza 2011: Metodi di clustering per dati multivariati misti (PI), 8500
- Sapienza 2010: Modelli di gestione dell'incertezza nell'analisi di dati osservazionali e sperimentali (PI), 5000
- Sapienza 2009: Metodi e modelli statistici per l'analisi di traiettorie multivariate (PI), 13750
- Ateneo Federato Sapienza 2009: Nuovi metodi di valutazione di modelli non-lineari e di selezione delle variabili in un approccio crisp o fuzzy (I)
- Sapienza 2008: Aspetti metodologici e analisi empiriche in indagini a struttura complessa in presenza di informazioni parziali (I)
- Nuova Iniziativa Ateneo Federato Sapienza 2008: Modelli e metodi statistici per l analisi di dati microarray longitudinali (I)
- Ateneo Federato Sapienza 2008: Metodologie e tecniche per la riduzione dimensionale di dati statistici con struttura complessa (I)
- Ateneo Federato Sapienza 2007: Fuzzy tools for the statistical analysis of real- and fuzzy-valued data (I)
- PRIN 2005: Valutazione e gestione dell'incertezza nell'analisi dei dati (I)
- Sapienza 2003: Metodologie multivariate per l'analisi statistica di profili di espressione genica (I)

EDITORIAL ACTIVITY
- Associate Editor, Advances in Data Analysis & Classification (2020-)
- Executive Editor, Metron (2019-)
- Reviewer for, among others, Annals of Statistics; Chemometrics & Intelligent Laboratory Systems; Computational Statistics & Data Analysis; European Journal of Operational Research; Expert Systems with Applications; Fuzzy Sets & Systems; Information Sciences; IEEE Transactions on Fuzzy Systems; International Journal of Approximate Reasoning; International Journal of Machine Learning and Cybernetics; Journal of Chemometrics; Journal of Classification; Journal of Environmental Engineering; Journal of Statistical Software; Neural Computing & Applications; Neurocomputing; Pattern Recognition Letters; Plos One; Psychometrika; SIAM Journal on Matrix Analysis & Applications; Soft Computing; Statistical Modelling; Statistics; Technometrics.

ORGANIZATION OF INTERNATIONAL CONFERENCES
- Member of the Program Committe, SMPS 2020
- Member of the Local Organizing Committee, COMPSTAT 2020
- Member of the Organizing Committee, Workshop on Recent Advances on Modeling and Inference for Brain Signals and Images, 2019
- Member of the Scientific Committee of the summer school CLADAG on Clustering and Classification, 2017, Rimini
- Co-chair of the Organizing Committee, SMPS 2016
- Member of the Scientific Committee, TRICAP 2015
- Chair of the Second internal meeting of the research group on ''Mixture and Latent Variable Models for Causal Inference and Analysis of Socio-Economic Data'' (Workshop FIRB), 2015
- Member of the Local Organizing Committee, COMPSTAT 2006

PUBLICATIONS
http://scholar.google.it/citations?user=fJmofuUAAAAJ&hl=it&oi=ao
http://www.scopus.com/authid/detail.url?authorId=35233567000