Laura M. Sangalli

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 9

Top Topics

Kernel Ridge Regression

Cardiac Mr Images

Top Venues

J. Multivar. Anal.

SIAM/ASA J. Uncertain. Quantification

Publications

Eleonora Arnone, Carlo de Falco, Luca Formaggia, Giorgio Meretti, Laura M. Sangalli
Computationally efficient techniques for spatial regression with differential regularization. Int. J. Comput. Math. 100 (10) (2023)
Antonio Elías, Raúl Jiménez, Anna Maria Paganoni, Laura M. Sangalli
Integrated Depths for Partially Observed Functional Data. J. Comput. Graph. Stat. 32 (2) (2023)
Federico Ferraccioli, Laura M. Sangalli, Livio Finos
Some first inferential tools for spatial regression with differential regularization. J. Multivar. Anal. 189 (2022)
Eleonora Arnone, Federico Ferraccioli, Clara Pigolotti, Laura M. Sangalli
A roughness penalty approach to estimate densities over two-dimensional manifolds. Comput. Stat. Data Anal. 174 (2022)
Letizia Clementi, Caterina Gregorio, Laura Savaré, Francesca Ieva, Marco D. Santambrogio, Laura M. Sangalli
A Functional Data Analysis Approach to Left Ventricular Remodeling Assessment. EMBC (2021)
Eleonora Arnone, Laura Azzimonti, Fabio Nobile, Laura M. Sangalli
Modeling spatially dependent functional data via regression with differential regularization. J. Multivar. Anal. 170 (2019)
Mara S. Bernardi, Michelle Carey, James O. Ramsay, Laura M. Sangalli
Modeling spatial anisotropy via regression with partial differential regularization. J. Multivar. Anal. 167 (2018)
Alice C. L. Parodi, Laura M. Sangalli, Simone Vantini, Bruno Amati, Piercesare Secchi, Marco J. Morelli
FunChIP: an R/Bioconductor package for functional classification of ChIP-seq shapes. Bioinform. 33 (16) (2017)
Marzia A. Cremona, Laura M. Sangalli, Simone Vantini, Gaetano Dellino, Pier Giuseppe Pelicci, Piercesare Secchi, Laura Riva
Peak shape clustering reveals biological insights. BMC Bioinform. 16 (2015)
Laura Azzimonti, Fabio Nobile, Laura M. Sangalli, Piercesare Secchi
Mixed Finite Elements for Spatial Regression with PDE Penalization. SIAM/ASA J. Uncertain. Quantification 2 (1) (2014)
Matilde Dalla Rosa, Laura M. Sangalli, Simone Vantini
Principal differential analysis of the Aneurisk65 data set. Adv. Data Anal. Classif. 8 (3) (2014)
Davide Pigoli, Laura M. Sangalli
Wavelets in functional data analysis: Estimation of multidimensional curves and their derivatives. Comput. Stat. Data Anal. 56 (6) (2012)
Laura M. Sangalli, Piercesare Secchi, Simone Vantini, Valeria Vitelli
k-mean alignment for curve clustering. Comput. Stat. Data Anal. 54 (5) (2010)