Anna Maria Paganoni

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 15

Top Topics

High Dimensional

Engineering Students

Marked Point Process

Atrial Fibrillation

Top Venues

Stat. Anal. Data Min.

Stat. Methods Appl.

Comput. Math. Methods Medicine

Publications

Antonio Elías, Raúl Jiménez, Anna Maria Paganoni, Laura M. Sangalli
Integrated Depths for Partially Observed Functional Data. J. Comput. Graph. Stat. 32 (2) (2023)
Michela Carlotta Massi, Francesca Gasperoni, Francesca Ieva, Anna Maria Paganoni
Feature selection for imbalanced data with deep sparse autoencoders ensemble. Stat. Anal. Data Min. 15 (3) (2022)
Luca Fontana, Chiara Masci, Francesca Ieva, Anna Maria Paganoni
Performing Learning Analytics via Generalised Mixed-Effects Trees. Data 6 (7) (2021)
Michela Carlotta Massi, Nicola R. Franco, Francesca Ieva, Andrea Manzoni, Anna Maria Paganoni, Paolo Zunino
Learning High-Order Interactions via Targeted Pattern Search. CoRR (2021)
Massimo Pellagatti, Chiara Masci, Francesca Ieva, Anna Maria Paganoni
Generalized mixed-effects random forest: A flexible approach to predict university student dropout. Stat. Anal. Data Min. 14 (3) (2021)
Michela Carlotta Massi, Francesca Ieva, Francesca Gasperoni, Anna Maria Paganoni
Feature Selection for Imbalanced Data with Deep Sparse Autoencoders Ensemble. CoRR (2021)
Chiara Masci, Francesca Ieva, Tommaso Agasisti, Anna Maria Paganoni
Evaluating class and school effects on the joint student achievements in different subjects: a bivariate semiparametric model with random coefficients. Comput. Stat. 36 (4) (2021)
Andrea Martino, Giuseppina Guatteri, Anna Maria Paganoni
Multivariate Hidden Markov Models for disease progression. Stat. Anal. Data Min. 13 (5) (2020)
Francesca Ieva, Anna Maria Paganoni, Juan Romo, Nicholas Tarabelloni
roahd Package: Robust Analysis of High Dimensional Data. R J. 11 (2) (2019)
Luca Mancini, Anna Maria Paganoni
Marked point process models for the admissions of heart failure patients. Stat. Anal. Data Min. 12 (2) (2019)
Alessandra Guglielmi, Francesca Ieva, Anna Maria Paganoni, Fernardo A. Quintana
A semiparametric Bayesian joint model for multiple mixed-type outcomes: an application to acute myocardial infarction. Adv. Data Anal. Classif. 12 (2) (2018)
Manuel Domínguez, Ramón Vilanova, Miguel A. Prada, José López Vicario, Marian Barbu, Maria João Varanda Pereira, Michal Podpora, Umberto Spagnolini, Paulo Alves, Anna Maria Paganoni
SPEET: Visual Data Analysis of Engineering Students Performance From Academic Data. LASI-SPAIN (2018)
Tommaso Agasisti, Francesca Ieva, Anna Maria Paganoni
Heterogeneity, school-effects and the North/South achievement gap in Italian secondary education: evidence from a three-level mixed model. Stat. Methods Appl. 26 (1) (2017)
Francesca Ieva, Anna Maria Paganoni, Nicholas Tarabelloni
Covariance-based Clustering in Multivariate and Functional Data Analysis. J. Mach. Learn. Res. 17 (2016)
Andrea Ghiglietti, Anna Maria Paganoni
An urn model to construct an efficient test procedure for response adaptive designs. Stat. Methods Appl. 25 (2) (2016)
Francesca Ieva, Anna Maria Paganoni
Discussion of "multivariate functional outlier detection" by M. Hubert, P. Rousseeuw and P. Segaert. Stat. Methods Appl. 24 (2) (2015)
Francesca Ieva, Giampiero Marra, Anna Maria Paganoni, Rosalba Radice
A Semiparametric Bivariate Probit Model for Joint Modeling of Outcomes in STEMI Patients. Comput. Math. Methods Medicine 2014 (2014)
Giacomo Aletti, Andrea Ghiglietti, Anna Maria Paganoni
Randomly Reinforced Urn Designs with Prespecified Allocations. J. Appl. Probab. 50 (2) (2013)
Laura Azzimonti, Francesca Ieva, Anna Maria Paganoni
Nonlinear nonparametric mixed-effects models for unsupervised classification. Comput. Stat. 28 (4) (2013)
Francesca Ieva, Anna Maria Paganoni, Paolo Zanini
Detection of Structural Changes in Tachogram Series for the Diagnosis of Atrial Fibrillation Events. Comput. Math. Methods Medicine 2013 (2013)
Anna Maria Paganoni, Piercesare Secchi
A numerical study for comparing two response-adaptive designs for continuous treatment effects. Stat. Methods Appl. 16 (3) (2007)
Marco Fuhrman, Anna Maria Paganoni
Linear Control Systems on Unbounded Time Intervals and Invariant Measures of Ornstein--Uhlenbeck Processes in Hilbert Spaces. SIAM J. Control. Optim. 42 (5) (2003)