Peak shape clustering reveals biological insights. - Marzia A. Cremona; Laura M. Sangalli; Simone Vantini; Gaetano Dellino; Pier Giuseppe Pelicci; Piercesare Secchi; Laura Riva (BMC Bioinform., 2015)

Integration and Fixation Preferences of Human and Mouse Endogenous Retroviruses Uncovered with Functional Data Analysis. - Rebeca Campos-Sánchez; Marzia A. Cremona; Alessia Pini; Francesca Chiaromonte; Kateryna D. Makova (PLoS Comput. Biol., 2016)

Predicting railway wheel wear under uncertainty of wear coefficient, using universal kriging. - Marzia A. Cremona; Binbin Liu; Yang Hu 003; Stefano Bruni; Roger Lewis (Reliab. Eng. Syst. Saf., 2016)

IWTomics: testing high-resolution sequence-based 'Omics' data at multiple locations and scales. - Marzia A. Cremona; Alessia Pini; Fabio Cumbo; Kateryna D. Makova; Francesca Chiaromonte; Simone Vantini (Bioinform., 2018)

Functional data analysis for computational biology. - Marzia A. Cremona; Hongyan Xu; Kateryna D. Makova; Matthew Reimherr; Francesca Chiaromonte; Pedro Madrigal (Bioinform., 2019)

On the bias of H-scores for comparing biclusters, and how to correct it. - Jacopo Di Iorio; Francesca Chiaromonte; Marzia A. Cremona (Bioinform., 2020)

Probabilistic K -means with Local Alignment for Clustering and Motif Discovery in Functional Data. - Marzia A. Cremona; Francesca Chiaromonte (J. Comput. Graph. Stat., 2023)

Analyzing Taiwanese Traffic Patterns on Consecutive Holidays Through Forecast Reconciliation and Prediction-Based Anomaly Detection Techniques. - Mahsa Ashouri; Frederick Kin Hing Phoa; Marzia A. Cremona (IEEE Access, 2025)

A data-driven personalized approach to predict blood glucose levels in type-1 diabetes patients exercising in free-living conditions. - Anas Neumann; Yessine Zghal; Marzia A. Cremona; Adnène Hajji; Michael Morin; Monia Rekik (Comput. Biol. Medicine, 2025)

funBIalign: a hierachical algorithm for functional motif discovery based on mean squared residue scores. - Jacopo Di Iorio; Marzia A. Cremona; Francesca Chiaromonte (Stat. Comput., 2025)