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1

Big data: the next challenge for statistics

Ieva, Francesca, Secchi, Piercesare, Vantini, Simone

Journal:

Lettera Matematica

Année:

2015

Langue:

english

Fichier:

PDF, 2.08 MB

english, 2015

2

Principal differential analysis of the Aneurisk65 data set

Dalla Rosa, Matilde, Sangalli, Laura M., Vantini, Simone

Journal:

Advances in Data Analysis and Classification

Année:

2014

Langue:

english

Fichier:

PDF, 1.44 MB

english, 2014

3

One-leg hop kinematics 20years following anterior cruciate ligament rupture: Data revisited using functional data analysis

Hébert-Losier, Kim, Pini, Alessia, Vantini, Simone, Strandberg, Johan, Abramowicz, Konrad, Schelin, Lina, Häger, Charlotte K.

Journal:

Clinical Biomechanics

Année:

2015

Langue:

english

Fichier:

PDF, 1.08 MB

english, 2015

4

[ACM Press the 7th 2016 International Conference - London, United Kingdom (2016.07.11-2016.07.13)] Proceedings of the 7th 2016 International Conference on Social Media & Society - SMSociety '16 - How Twitter reveals Cities within Cities

Arnaboldi, Michela, Brambilla, Marco, Cassottana, Beatrice, Ciuccarelli, Paolo, Vantini, Simone

Année:

2016

Langue:

english

Fichier:

PDF, 3.00 MB

english, 2016

5

Wishing the Non-parametric Re-evolution

Vantini, Simone

Journal:

Statistics & Probability Letters

Année:

2018

Langue:

english

Fichier:

PDF, 188 KB

english, 2018

6

Functional Regression Control Chart

Centofanti, Fabio, Lepore, Antonio, Menafoglio, Alessandra, Palumbo, Biagio, Vantini, Simone

Journal:

Année:

2020

Fichier:

PDF, 1.27 MB

2020

7

-mean alignment for curve clustering

Laura M. Sangalli, Piercesare Secchi, Simone Vantini, Valeria Vitelli

Journal:

Computational Statistics & Data Analysis

Année:

2010

Langue:

english

Fichier:

PDF, 6.50 MB

english, 2010

8

An Integrated Statistical Investigation of Internal Carotid Arteries of Patients Affected by Cerebral Aneurysms

Tiziano Passerini, Laura M. Sangalli, Simone Vantini, Marina Piccinelli, Susanna Bacigaluppi, Luca Antiga, Edoardo Boccardi, Piercesare Secchi, Alessandro Veneziani

Journal:

Cardiovascular Engineering and Technology

Année:

2012

Langue:

english

Fichier:

PDF, 2.70 MB

english, 2012

9

ANALYSIS OF CEREBRAL VASCULAR MORPHOLOGIES FOR ASSESSING RUPTURE RISK IN CEREBRAL ANEURYSMS

Susanna Bacigaluppi, Tiziano Passerini, Laura Sangalli, Piercesare Secchi, Simone Vantini, Stefania Vele, Alessandro Veneziani

Journal:

Journal of Biomechanics

Année:

2008

Langue:

english

Fichier:

PDF, 187 KB

english, 2008

10

CD4+ T cells against human papillomavirus-18 E7 in patients with high-grade cervical lesions associate with the absence of the virus in the cervix

Samantha Seresini, Massimo Origoni, Luigi Caputo, Flavia Lillo, Renato Longhi, Simone Vantini, Anna Maria Paganoni, Maria Pia Protti

Journal:

Année:

2010

Langue:

english

Fichier:

PDF, 450 KB

english, 2010

11

Efficient estimation of three-dimensional curves and their derivatives by free-knot regression splines, applied to the analysis of inner carotid artery centrelines

Laura M. Sangalli, Piercesare Secchi, Simone Vantini, Alessandro Veneziani

Journal:

Journal of the Royal Statistical Society: Series C (Applied Statistics)

Année:

2009

Langue:

english

Fichier:

PDF, 1.58 MB

english, 2009

12

A clustering algorithm for spatially dependent functional data

Piercesare Secchi, Simone Vantini, Valeria Vitelli

Journal:

Procedia Environmental Sciences

Année:

2011

Langue:

english

Fichier:

PDF, 3.98 MB

english, 2011

13

On the definition of phase and amplitude variability in functional data analysis

Journal:

Année:

2012

Langue:

english

Fichier:

PDF, 1.23 MB

english, 2012

14

Bagging Voronoi classifiers for clustering spatial functional data

Secchi, Piercesare, Vantini, Simone, Vitelli, Valeria

Journal:

International Journal of Applied Earth Observation and Geoinformation

Année:

2013

Langue:

english

Fichier:

PDF, 2.52 MB

english, 2013

15

Object Oriented Data Analysis: A few methodological challenges

Sangalli, Laura M., Secchi, Piercesare, Vantini, Simone

Journal:

Biometrical Journal

Année:

2014

Langue:

english

Fichier:

PDF, 49 KB

english, 2014

16

A Case Study in Exploratory Functional Data Analysis: Geometrical Features of the Internal Carotid Artery

Sangalli, Laura M., Secchi, Piercesare, Vantini, Simone, Veneziani, Alessandro

Journal:

Journal of the American Statistical Association

Année:

2009

Langue:

english

Fichier:

PDF, 4.96 MB

english, 2009

17

Analysis of spatio-temporal mobile phone data: a case study in the metropolitan area of Milan

Secchi, Piercesare, Vantini, Simone, Vitelli, Valeria

Journal:

Statistical Methods & Applications

Année:

2015

Langue:

english

Fichier:

PDF, 2.07 MB

english, 2015

18

Chemically induced enucleation of activated bovine oocytes: chromatin and microtubule organization and production of viable cytoplasts

Saraiva, Naiara Zoccal, Oliveira, Clara Slade, Leal, Cláudia Lima Verde, de Lima, Marina Ragagnin, DelCollado, Maite, Vantini, Roberta, Monteiro, Fabio Morato, Niciura, Simone Cristina Méo, Garcia, Jo

Journal:

Année:

2014

Langue:

english

Fichier:

PDF, 355 KB

english, 2014

19

Efficient Estimation of Three-Dimensional Curves and Their Derivatives by Free-Knot Regression Splines, Applied to the Analysis of Inner Carotid Artery Centrelines

Laura M. Sangalli, Piercesare Secchi, Simone Vantini and Alessandro Veneziani

Journal:

Journal of the Royal Statistical Society: Series C (Applied Statistics)

Année:

2009

Langue:

english

Fichier:

PDF, 3.24 MB

english, 2009

20

Identification of a Novel Antibody Associated with Autoimmune Pancreatitis

Frulloni, Luca, Lunardi, Claudio, Simone, Rita, Dolcino, Marzia, Scattolini, Chiara, Falconi, Massimo, Benini, Luigi, Vantini, Italo, Corrocher, Roberto, Puccetti, Antonio

Journal:

Boston Medical and Surgical Journal

Année:

2009

Langue:

english

Fichier:

PDF, 404 KB

english, 2009

21

Hierarchical independent component analysis: A multi-resolution non-orthogonal data-driven basis

Secchi, Piercesare, Vantini, Simone, Zanini, Paolo

Journal:

Computational Statistics & Data Analysis

Année:

2016

Langue:

english

Fichier:

PDF, 1.28 MB

english, 2016

22

BIG DATA: la prossima sfida della Statistica

Ieva, Francesca, Secchi, Piercesare, Vantini, Simone

Journal:

Lettera Matematica Pristem

Année:

2015

Langue:

italian

Fichier:

PDF, 1.77 MB

italian, 2015

23

Rejoinder to the discussion of “Analysis of Spatio-Temporal Mobile Phone Data: a Case Study in the Metropolitan Area of Milan”

Secchi, Piercesare, Vantini, Simone, Vitelli, Valeria

Journal:

Statistical Methods & Applications

Année:

2015

Langue:

english

Fichier:

PDF, 341 KB

english, 2015

24

Peak shape clustering reveals biological insights

Cremona, Marzia A., Sangalli, Laura M., Vantini, Simone, Dellino, Gaetano I., Pelicci, Pier Giuseppe, Secchi, Piercesare, Riva, Laura

Journal:

BMC Bioinformatics

Année:

2015

Langue:

english

Fichier:

PDF, 11.13 MB

english, 2015

25

The interval testing procedure: A general framework for inference in functional data analysis

Pini, Alessia, Vantini, Simone

Journal:

Année:

2016

Langue:

english

Fichier:

PDF, 1.46 MB

english, 2016

26

Clustering misaligned dependent curves applied to varved lake sediment for climate reconstruction

Abramowicz, Konrad, Arnqvist, Per, Secchi, Piercesare, Luna, Sara Sjöstedt de, Vantini, Simone, Vitelli, Valeria

Journal:

Stochastic Environmental Research and Risk Assessment

Année:

2017

Langue:

english

Fichier:

PDF, 4.79 MB

english, 2017

27

Constrained functional time series: Applications to the Italian gas market

Canale, Antonio, Vantini, Simone

Journal:

International Journal of Forecasting

Année:

2016

Langue:

english

Fichier:

PDF, 1.61 MB

english, 2016

28

Analysis of AneuRisk65 data: $k$-mean alignment

Sangalli, Laura M., Secchi, Piercesare, Vantini, Simone

Journal:

Electronic Journal of Statistics

Année:

2014

Langue:

english

Fichier:

PDF, 414 KB

english, 2014

29

Rejoinder: Analysis of AneuRisk65 data

Sangalli, Laura M., Secchi, Piercesare, Vantini, Simone

Journal:

Electronic Journal of Statistics

Année:

2014

Langue:

english

Fichier:

PDF, 70 KB

english, 2014

30

Analysis of juggling data: An application of $k$-mean alignment

Bernardi, Mara, Sangalli, Laura M., Secchi, Piercesare, Vantini, Simone

Journal:

Electronic Journal of Statistics

Année:

2014

Langue:

english

Fichier:

PDF, 786 KB

english, 2014

31

Analysis of spike train data: An application of $k$-mean alignment

Patriarca, Mirco, Sangalli, Laura M., Secchi, Piercesare, Vantini, Simone

Journal:

Electronic Journal of Statistics

Année:

2014

Langue:

english

Fichier:

PDF, 321 KB

english, 2014

32

Inference for the mean of large $p$ small $n$ data: A finite-sample high-dimensional generalization of Hotelling’s theorem

Secchi, Piercesare, Stamm, Aymeric, Vantini, Simone

Journal:

Electronic Journal of Statistics

Année:

2013

Langue:

english

Fichier:

PDF, 471 KB

english, 2013

33

AneuRisk65: A dataset of three-dimensional cerebral vascular geometries

Sangalli, Laura M., Secchi, Piercesare, Vantini, Simone

Journal:

Electronic Journal of Statistics

Année:

2014

Langue:

english

Fichier:

PDF, 2.06 MB

english, 2014

34

Domain-selective functional analysis of variance for supervised statistical profile monitoring of signal data

Pini, Alessia, Vantini, Simone, Colosimo, Bianca Maria, Grasso, Marco

Journal:

Journal of the Royal Statistical Society: Series C (Applied Statistics)

Année:

2017

Langue:

english

Fichier:

PDF, 3.31 MB

english, 2017

35

FunChIP: an R/Bioconductor package for functional classification of ChIP-seq shapes

Parodi, Alice C.L., Sangalli, Laura M., Vantini, Simone, Amati, Bruno, Secchi, Piercesare, Morelli, Marco J.

Journal:

Année:

2017

Langue:

english

Fichier:

PDF, 1.43 MB

english, 2017

36

Urbanscope: A Lens to Observe Language Mix in Cities

Arnaboldi, Michela, Brambilla, Marco, Cassottana, Beatrice, Ciuccarelli, Paolo, Vantini, Simone

Journal:

American Behavioral Scientist

Année:

2017

Langue:

english

Fichier:

PDF, 897 KB

english, 2017

37

Evolution of respiratory function in Duchenne muscular dystrophy from childhood to adulthood

LoMauro, Antonella, Romei, Marianna, Gandossini, Sandra, Pascuzzo, Riccardo, Vantini, Simone, D'Angelo, Maria Grazia, Aliverti, Andrea

Journal:

European Respiratory Journal

Année:

2018

Langue:

english

Fichier:

PDF, 667 KB

english, 2018

38

IWTomics: testing high-resolution sequence-based “Omics” data at multiple locations and scales

Cremona, Marzia A, Pini, Alessia, Cumbo, Fabio, Makova, Kateryna D, Chiaromonte, Francesca, Vantini, Simone, Birol, Inanc

Journal:

Année:

2018

Langue:

english

Fichier:

PDF, 335 KB

english, 2018

39

in separable Hilbert spaces

Pini, Alessia, Stamm, Aymeric, Vantini, Simone

Journal:

Journal of Multivariate Analysis

Année:

2018

Langue:

english

Fichier:

PDF, 879 KB

english, 2018

40

Can grimace scales estimate the pain status in horses and mice? A statistical approach to identify a classifier

Dalla Costa, Emanuela, Pascuzzo, Riccardo, Leach, Matthew C., Dai, Francesca, Lebelt, Dirk, Vantini, Simone, Minero, Michela, Staffieri, Francesco

Journal:

Année:

2018

Langue:

english

Fichier:

PDF, 2.92 MB

english, 2018

41

Colpocitologia do ciclo estral em gatas

Toniollo, Gilson Hélio, Cury, Simone Regina, Vicente, Wilter Ricardo Russiano, Camacho, Aparecido Antônio, Garcia, Joaquim Mansano, Vantini, Roberta

Journal:

Brazilian Journal of Veterinary Research and Animal Science

Année:

1995

Fichier:

PDF, 212 KB

1995

42

Nonparametric inference for functional-on-scalar linear models applied to knee kinematic hop data after injury of the anterior cruciate ligament

Abramowicz, Konrad, Häger, Charlotte K., Pini, Alessia, Schelin, Lina, Sjöstedt de Luna, Sara, Vantini, Simone

Journal:

Scandinavian Journal of Statistics

Année:

2018

Langue:

english

Fichier:

PDF, 1.52 MB

english, 2018

43

Multi-aspect local inference for functional data: Analysis of ultrasound tongue profiles

Pini, Alessia, Spreafico, Lorenzo, Vantini, Simone, Vietti, Alessandro

Journal:

Journal of Multivariate Analysis

Année:

2019

Langue:

english

Fichier:

PDF, 6.33 MB

english, 2019

44

Functional Data Analysis of high-frequency load curves reveals drivers of residential electricity consumption

Fontana, Matteo, Tavoni, Massimo, Vantini, Simone, Qiu, Yueming

Journal:

Année:

2019

Langue:

english

Fichier:

PDF, 3.79 MB

english, 2019

45

Monitoring rare categories in sentiment and opinion analysis: a Milan mega event on Twitter platform

Calissano, Anna, Vantini, Simone, Arena, Marika

Journal:

Statistical Methods & Applications

Année:

2019

Fichier:

PDF, 1.63 MB

2019

46

Model-free two-sample test for network-valued data

Lovato, Ilenia, Pini, Alessia, Stamm, Aymeric, Vantini, Simone

Journal:

Computational Statistics & Data Analysis

Année:

2020

Fichier:

PDF, 2.19 MB

2020

47

A Framework for Analysis and Expansion of Public Charging Infrastructure under Fast Penetration of Electric Vehicles

Pallonetto, Fabiano, Galvani, Marta, Torti, Agostino, Vantini, Simone

Journal:

World Electric Vehicle Journal

Année:

2020

Fichier:

PDF, 16.11 MB

2020

48

A Data-Driven Prediction Method for an Early Warning of Coccidiosis in Intensive Livestock Systems: A Preliminary Study

Borgonovo, Federica, Ferrante, Valentina, Grilli, Guido, Pascuzzo, Riccardo, Vantini, Simone, Guarino, Marcella

Journal:

Année:

2020

Fichier:

PDF, 1.41 MB

2020