Francesca Chiaromonte

Orcid: 0000-0001-5605-9886

Affiliations:
  • Penn State, University Park, USA


According to our database1, Francesca Chiaromonte authored at least 27 papers between 2002 and 2024.

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Bibliography

2024
White-box validation of quantitative product lines by statistical model checking and process mining.
J. Syst. Softw., April, 2024

Accurate and fast anomaly detection in industrial processes and IoT environments.
CoRR, 2024

Enhancing Threat Model Validation: A White-Box Approach based on Statistical Model Checking and Process Mining.
Proceedings of the First International Workshop on Detection And Mitigation Of Cyber attacks that exploit human vuLnerabilitiES (DAMOCLES 2024) co-located with 17th International Conference on Advanced Visual Interfaces (AVI 2024), 2024

2023
Probabilistic <i>K</i> -means with Local Alignment for Clustering and Motif Discovery in Functional Data.
J. Comput. Graph. Stat., 2023

Towards Novel Statistical Methods for Anomaly Detection in Industrial Processes.
Proceedings of the Companion of the 2023 ACM/SPEC International Conference on Performance Engineering, 2023

2022
Venture capital investments through the lens of network and functional data analysis.
Appl. Netw. Sci., 2022

Process Mining Meets Statistical Model Checking: Towards a Novel Approach to Model Validation and Enhancement.
Proceedings of the Business Process Management Workshops, 2022

2021
MIP-BOOST: Efficient and Effective <i>L</i><sub>0</sub> Feature Selection for Linear Regression.
J. Comput. Graph. Stat., 2021

Give more data, awareness and control to individual citizens, and they will help COVID-19 containment.
Ethics Inf. Technol., 2021

Can you always reap what you sow? Network and functional data analysis of VC investments in health-tech companies.
CoRR, 2021

Epsilon Consistent Mixup: An Adaptive Consistency-Interpolation Tradeoff.
CoRR, 2021

Automated and Distributed Statistical Analysis of Economic Agent-Based Models.
CoRR, 2021

A Highly-Efficient Group Elastic Net Algorithm with an Application to Function-On-Scalar Regression.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

MultiVeStA: Statistical Analysis of Economic Agent-Based Models by Statistical Model Checking.
Proceedings of the From Data to Models and Back, 2021

Can You Always Reap What You Sow? Network and Functional Data Analysis of Venture Capital Investments in Health-Tech Companies.
Proceedings of the Complex Networks & Their Applications X - Volume 1, Proceedings of the Tenth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2021, Madrid, Spain, November 30, 2021

2020
An Efficient Semi-smooth Newton Augmented Lagrangian Method for Elastic Net.
CoRR, 2020

The relationship between human mobility and viral transmissibility during the COVID-19 epidemics in Italy.
CoRR, 2020

Give more data, awareness and control to individual citizens, and they will help COVID-19 containment.
CoRR, 2020

Knowledge and Social Relatedness Shape Research Portfolio Diversification.
CoRR, 2020

On the bias of H-scores for comparing biclusters, and how to correct it.
Bioinform., 2020

2019
Functional data analysis for computational biology.
Bioinform., 2019

2018
IWTomics: testing high-resolution sequence-based 'Omics' data at multiple locations and scales.
Bioinform., 2018

2016
Integration and Fixation Preferences of Human and Mouse Endogenous Retroviruses Uncovered with Functional Data Analysis.
PLoS Comput. Biol., 2016

2015
Error correction and statistical analyses for intra-host comparisons of feline immunodeficiency virus diversity from high-throughput sequencing data.
BMC Bioinform., 2015

2007
A Macaque's-Eye View of Human Insertions and Deletions: Differences in Mechanisms.
PLoS Comput. Biol., 2007

2004
Linear Contour Learning: A Method for Supervised Dimension Reduction.
Proceedings of the UAI '04, 2004

2002
Scoring Pairwise Genomic Sequence Alignments.
Proceedings of the 7th Pacific Symposium on Biocomputing, 2002


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