Francesca Chiaromonte

36 papers A* 1A 1C 1Misc 1Journal 27Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Aligned explanations in neural networks.
CoRR
Corentin Lobet, Francesca Chiaromonte
2025 J jnl
FAStEN: An Efficient Adaptive Method for Feature Selection and Estimation in High-Dimensional Functional Regressions.
J. Comput. Graph. Stat.
Tobia Boschi, Lorenzo Testa, Francesca Chiaromonte, Matthew Reimherr
2025 J jnl
funBIalign: a hierachical algorithm for functional motif discovery based on mean squared residue scores.
Stat. Comput.
Jacopo Di Iorio, Marzia A. Cremona, Francesca Chiaromonte
2024 J jnl
Accurate and fast anomaly detection in industrial processes and IoT environments.
CoRR
Simone Tonini, Andrea Vandin, Francesca Chiaromonte, Daniele Licari, Fernando Barsacchi
2024 — conf
Enhancing Threat Model Validation: A White-Box Approach based on Statistical Model Checking and Process Mining.
DAMOCLES@AVI
Roberto Casaluce, Andrea Burratin, Francesca Chiaromonte, Alberto Lluch-Lafuente, Andrea Vandin
2024 C conf
Investigating Functional Data Analysis for Wearable Physiological Sensor Data in Stress Evaluation.
ISCC
Luca Carmisciano, Tobia Boschi, Francesca Chiaromonte, Franca Delmastro, Andrea Vandin
2024 J jnl
White-box validation of quantitative product lines by statistical model checking and process mining.
CoRR
Roberto Casaluce, Andrea Burattin, Francesca Chiaromonte, Alberto Lluch-Lafuente, Andrea Vandin
2024 J jnl
White-box validation of quantitative product lines by statistical model checking and process mining.
J. Syst. Softw.
Roberto Casaluce, Andrea Burattin, Francesca Chiaromonte, Alberto Lluch-Lafuente, Andrea Vandin
2023 J jnl
Probabilistic
J. Comput. Graph. Stat.
Marzia A. Cremona, Francesca Chiaromonte
2023 — conf
Towards Novel Statistical Methods for Anomaly Detection in Industrial Processes.
ICPE (Companion)
Simone Tonini, Fernando Barsacchi, Francesca Chiaromonte, Daniele Licari, Andrea Vandin
2022 — conf
Process Mining Meets Statistical Model Checking: Towards a Novel Approach to Model Validation and Enhancement.
Business Process Management Workshops
Roberto Casaluce, Andrea Burattin, Francesca Chiaromonte, Andrea Vandin
2022 J jnl
Venture capital investments through the lens of network and functional data analysis.
Appl. Netw. Sci.
Christian Esposito, Marco Gortan, Lorenzo Testa, Francesca Chiaromonte, Giorgio Fagiolo, Andrea Mina, Giulio Rossetti
2022 J jnl
Venture capital investments through the lens of network and functional data analysis.
CoRR
Christian Esposito, Marco Gortan, Lorenzo Testa, Francesca Chiaromonte, Giorgio Fagiolo, Andrea Mina, Giulio Rossetti
2021 A* conf
A Highly-Efficient Group Elastic Net Algorithm with an Application to Function-On-Scalar Regression.
NeurIPS
Tobia Boschi, Matthew Reimherr, Francesca Chiaromonte
2021 J jnl
Automated and Distributed Statistical Analysis of Economic Agent-Based Models.
CoRR
Andrea Vandin, Daniele Giachini, Francesco Lamperti, Francesca Chiaromonte
2021 — conf
Can You Always Reap What You Sow? Network and Functional Data Analysis of Venture Capital Investments in Health-Tech Companies.
COMPLEX NETWORKS
Christian Esposito, Marco Gortan, Lorenzo Testa, Francesca Chiaromonte, Giorgio Fagiolo, Andrea Mina, Giulio Rossetti
2021 J jnl
Can you always reap what you sow? Network and functional data analysis of VC investments in health-tech companies.
CoRR
Christian Esposito, Marco Gortan, Lorenzo Testa, Francesca Chiaromonte, Giorgio Fagiolo, Andrea Mina, Giulio Rossetti
2021 J jnl
Epsilon Consistent Mixup: An Adaptive Consistency-Interpolation Tradeoff.
CoRR
Vincent Pisztora, Yanglan Ou, Xiaolei Huang, Francesca Chiaromonte, Jia Li
2021 J jnl
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment.
Ethics Inf. Technol.
Mirco Nanni, Gennady L. Andrienko, Albert-László Barabási, Chiara Boldrini, Francesco Bonchi, Ciro Cattuto, Francesca Chiaromonte, Giovanni Comandè, Marco Conti, Mark Coté, Frank Dignum, Virginia Dignum, Josep Domingo-Ferrer, Paolo Ferragina, Fosca Giannotti, Riccardo Guidotti, Dirk Helbing, Kimmo Kaski, János Kertész, Sune Lehmann, Bruno Lepri, Paul Lukowicz, Stan Matwin, David Megías Jiménez, Anna Monreale, Katharina Morik, Nuria Oliver, Andrea Passarella, Andrea Passerini, Dino Pedreschi, Alex Pentland, Fabio Pianesi, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Arno Siebes, Vicenç Torra, Roberto Trasarti, Jeroen van den Hoven, Alessandro Vespignani
2021 J jnl
MIP-BOOST: Efficient and Effective
J. Comput. Graph. Stat.
Ana Kenney, Francesca Chiaromonte, Giovanni Felici
2021 — conf
MultiVeStA: Statistical Analysis of Economic Agent-Based Models by Statistical Model Checking.
DataMod
Andrea Vandin, Daniele Giachini, Francesco Lamperti, Francesca Chiaromonte
2020 J jnl
An Efficient Semi-smooth Newton Augmented Lagrangian Method for Elastic Net.
CoRR
Tobia Boschi, Matthew Reimherr, Francesca Chiaromonte
2020 J jnl
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment.
CoRR
Mirco Nanni, Gennady L. Andrienko, Albert-László Barabási, Chiara Boldrini, Francesco Bonchi, Ciro Cattuto, Francesca Chiaromonte, Giovanni Comandè, Marco Conti, Mark Coté, Frank Dignum, Virginia Dignum, Josep Domingo-Ferrer, Fosca Giannotti, Riccardo Guidotti, Dirk Helbing, János Kertész, Sune Lehmann, Bruno Lepri, Paul Lukowicz, Anna Monreale, Katharina Morik, Nuria Oliver, Andrea Passarella, Andrea Passerini, Dino Pedreschi, Alex Pentland, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Arno Siebes, Roberto Trasarti, Jeroen van den Hoven, Alessandro Vespignani
2020 J jnl
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment.
Trans. Data Priv.
Mirco Nanni, Gennady L. Andrienko, Albert-László Barabási, Chiara Boldrini, Francesco Bonchi, Ciro Cattuto, Francesca Chiaromonte, Giovanni Comandè, Marco Conti, Mark Coté, Frank Dignum, Virginia Dignum, Josep Domingo-Ferrer, Paolo Ferragina, Fosca Giannotti, Riccardo Guidotti, Dirk Helbing, Kimmo Kaski, János Kertész, Sune Lehmann, Bruno Lepri, Paul Lukowicz, Stan Matwin, David Megías, Anna Monreale, Katharina Morik, Nuria Oliver, Andrea Passarella, Andrea Passerini, Dino Pedreschi, Alex Pentland, Fabio Pianesi, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Arno Siebes, Vicenç Torra, Roberto Trasarti, Jeroen van den Hoven, Alessandro Vespignani
2020 J jnl
Knowledge and Social Relatedness Shape Research Portfolio Diversification.
CoRR
Giorgio Tripodi, Francesca Chiaromonte, Fabrizio Lillo
2020 J jnl
On the bias of H-scores for comparing biclusters, and how to correct it.
Bioinform.
Jacopo Di Iorio, Francesca Chiaromonte, Marzia A. Cremona
2020 J jnl
The relationship between human mobility and viral transmissibility during the COVID-19 epidemics in Italy.
CoRR
Paolo Cintia, Daniele Fadda, Fosca Giannotti, Luca Pappalardo, Giulio Rossetti, Dino Pedreschi, Salvo Rinzivillo, Pietro Bonato, Francesco Fabbri, Francesco Penone, Marcello Savarese, Daniele Checchi, Francesca Chiaromonte, Paolo Vineis, Giorgio Guzzetta, Flavia Riccardo, Valentina Marziano, Piero Poletti, Filippo Trentini, Antonino Bella, Xanthi Andrianou, Martina Del Manso, Massimo Fabiani, Stefania Bellino, Stefano Boros, Alberto Mateo Urdiales, Maria Fenicia Vescio, Silvio Brusaferro, Giovanni Rezza, Patrizio Pezzotti, Marco Ajelli, Stefano Merler
2019 J jnl
Functional data analysis for computational biology.
Bioinform.
Marzia A. Cremona, Hongyan Xu, Kateryna D. Makova, Matthew Reimherr, Francesca Chiaromonte, Pedro Madrigal
2019 J jnl
On the bias of H-scores for comparing biclusters, and how to correct it.
CoRR
Jacopo Di Iorio, Francesca Chiaromonte, Marzia A. Cremona
2018 J jnl
IWTomics: testing high-resolution sequence-based 'Omics' data at multiple locations and scales.
Bioinform.
Marzia A. Cremona, Alessia Pini, Fabio Cumbo, Kateryna D. Makova, Francesca Chiaromonte, Simone Vantini
2016 J jnl
Integration and Fixation Preferences of Human and Mouse Endogenous Retroviruses Uncovered with Functional Data Analysis.
PLoS Comput. Biol.
Rebeca Campos-Sánchez, Marzia A. Cremona, Alessia Pini, Francesca Chiaromonte, Kateryna D. Makova
2015 J jnl
Error correction and statistical analyses for intra-host comparisons of feline immunodeficiency virus diversity from high-throughput sequencing data.
BMC Bioinform.
Yang Liu, Francesca Chiaromonte, Howard Ross, Raunaq Malhotra, Daniel Elleder, Mary Poss
2014 J jnl
Linear Contour Learning: A Method for Supervised Dimension Reduction.
CoRR
Bing Li, Hongyuan Zha, Francesca Chiaromonte
2007 J jnl
A Macaque's-Eye View of Human Insertions and Deletions: Differences in Mechanisms.
PLoS Comput. Biol.
Erika M. Kvikstad, Svitlana Tyekucheva, Francesca Chiaromonte, Kateryna D. Makova
2004 A conf
Linear Contour Learning: A Method for Supervised Dimension Reduction.
UAI
Bing Li, Hongyuan Zha, Francesca Chiaromonte
2002 Misc conf
Scoring Pairwise Genomic Sequence Alignments.
Pacific Symposium on Biocomputing
Francesca Chiaromonte, V. B. Yap, W. Miller