MARCO STEFANUCCI

Dottore di ricerca

ciclo: XXXI



Titolo della tesi: Statistical Methodology for Classification of Partially Observed Functional Data.


Produzione scientifica

11573/1623550 - 2021 - Mid infrared spectroscopy and milk quality traits: A data analysis competition at the “International Workshop on Spectroscopy and Chemometrics 2021”
Frizzarin, M.; Bevilacqua, A.; Dhariyal, B.; Domijan, K.; Ferraccioli, F.; Hayes, E.; Ifrim, G.; Konkolewska, A.; Le Nguyen, T.; Mbaka, U.; Ranzato, G.; Singh, A.; Stefanucci, M.; Casa, A. - 01a Articolo in rivista
rivista: CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. 1-9 - issn: 0169-7439 - wos: WOS:000719286000005 (3) - scopus: 2-s2.0-85118208269 (6)

11573/1623543 - 2021 - Multiscale stick-breaking mixture models
Stefanucci, M.; Canale, A. - 01a Articolo in rivista
rivista: STATISTICS AND COMPUTING (Heidelberg : Springer Dordrecht Netherlands: Kluwer Academic Publishers) pp. - - issn: 0960-3174 - wos: WOS:000612874800002 (1) - scopus: 2-s2.0-85099740642 (1)

11573/1623637 - 2021 - Locally sparse functional regression with an application to mortality data
Stefanucci, M; Canale, A; Bernardi, M - 04b Atto di convegno in volume
congresso: SIS 2021 (Online)
libro: Book of Short Papers SIS 2021 - ()

11573/1623548 - 2021 - Analysing cause‐specific mortality trends using compositional functional data analysis
Stefanucci, Marco; Mazzuco, Stefano - 01a Articolo in rivista
rivista: JOURNAL OF THE ROYAL STATISTICAL SOCIETY. SERIES A. STATISTICS IN SOCIETY (Blackwell Publishing Limited:9600 Garsington Road, Oxford OX4 2DQ United Kingdom:011 44 1865 776868 , (781)388-8200, EMAIL: agentservices@oxon.blackwellpublishing.com, e-help@blackwellpublishers.co.uk, INTERNET: http://www.blackwellpublishing.com, Fax: 011 44 1865 714591) pp. 61-83 - issn: 0964-1998 - wos: WOS:000668504900001 (1) - scopus: 2-s2.0-85109011668 (2)

11573/1623541 - 2020 - Ridge reconstruction of partially observed functional data is asymptotically optimal
Kraus, D.; Stefanucci, M. - 01a Articolo in rivista
rivista: STATISTICS & PROBABILITY LETTERS (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. 1-5 - issn: 0167-7152 - wos: WOS:000552009600001 (2) - scopus: 2-s2.0-85085042917 (3)

11573/1623631 - 2020 - Inspecting cause-specific mortality curves by simplicial functional data analysis
Stefanucci, M; Mazzuco, S. - 04b Atto di convegno in volume
congresso: SIS 2020 (Online)
libro: Book of Short Papers SIS 2020 - ()

11573/1623539 - 2019 - Classification of functional fragments by regularized linear classifiers with domain selection
Kraus, D.; Stefanucci, M. - 01a Articolo in rivista
rivista: BIOMETRIKA ([Oxford]: [Oxford University Press] [Cambridge [England]]: [University Press]; [New York]: [Macmillan Co.]) pp. 161-180 - issn: 0006-3444 - wos: WOS:000460615100013 (14) - scopus: 2-s2.0-85063209845 (15)

11573/1623629 - 2019 - Bayesian multiscale mixture of Gaussian kernels for density estimation
Stefanucci, M.; Canale, A. - 04b Atto di convegno in volume
congresso: SIS 2019 (Milano)
libro: Book of Short Papers SIS 2019 - ()

11573/1623552 - 2018 - An object oriented approach to multimodal imaging data in neuroscience
Cappozzo, A.; Ferraccioli, F.; Stefanucci, M.; Secchi, P. - 02a Capitolo o Articolo
libro: Studies in Neural Data Science - (978-3-030-00038-7; 978-3-030-00039-4)

11573/1107977 - 2018 - PCA-based discrimination of partially observed functional data, with an application to Aneurisk65 dataset
Stefanucci, Marco; Sangalli, Laura M.; Brutti, Pierpaolo - 01a Articolo in rivista
rivista: STATISTICA NEERLANDICA (Blackwell Publishing Limited:9600 Garsington Road, Oxford OX4 2DQ United Kingdom:011 44 1865 776868 , (781)388-8200, EMAIL: agentservices@oxon.blackwellpublishing.com, e-help@blackwellpublishers.co.uk, INTERNET: http://www.blackwellpublishing.com, Fax: 011 44 1865 714591) pp. 1-246 - issn: 0039-0402 - wos: WOS:000438904800006 (10) - scopus: 2-s2.0-85050165028 (11)

11573/1187986 - 2018 - Classification of the Aneurisk65 dataset using PCA for partially observed functional data
Stefanucci, Marco; Sangalli, Laura; Brutti, Pierpaolo - 04b Atto di convegno in volume
congresso: 49th Scientific meeting of the Italian Statistical Society (Palermo; Italy)
libro: Book of short Papers SIS 2018 - (9788891910233)

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