Francesca Perla

Parthenope University of Naples — Italy

Social Sciences · Social Sciences

11h-index1.0kcitations54works0.82yr avg
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Research Topics

Insurance, Mortality, Demography, Risk Management(17), Stochastic processes and financial applications(15), Parallel Computing and Optimization Techniques(7), Distributed and Parallel Computing Systems(7), Probability and Risk Models(7)

Publications54 total

The role of climate risk in shaping longevity dynamics: Extending stochastic mortality models
Socio-Economic Planning Sciences·2025Open Access
Transformers-based least square Monte Carlo for solvency calculation in life insurance
Insurance Mathematics and Economics·2025
Explainable Least Square Monte Carlo for Solvency Capital Requirement Evaluation
North American Actuarial Journal·2025
Climate-Related Extensions of the Lee-Carter Model
2025
Accurate and explainable mortality forecasting with the LocalGLMnet
Scandinavian Actuarial Journal·2024· 4 cited
Accurate and Explainable Mortality Forecasting with the LocalGLMnet
SSRN Electronic Journal·2023· 1 citedOpen Access
Locally-coherent multi-population mortality modelling via neural networks
Decisions in Economics and Finance·2022· 13 cited
Deep Learning Forecasting for Supporting Terminal Operators in Port Business Development
Future Internet·2022· 6 citedOpen Access
Lee and Carter go deep learning
2021
Time-series forecasting of mortality rates using deep learning
Scandinavian Actuarial Journal·2021· 79 cited
Machine learning techniques in nested stochastic simulations for life insurance
Applied Stochastic Models in Business and Industry·2021· 10 cited
Wavelets in Multi-Scale Time Series Analysis: An Application to Seismic Data
Springer optimization and its applications·2021· 1 cited
Machine Learning in Nested Simulations Under Actuarial Uncertainty
2021· 1 cited
Effectiveness of Investments in Prevention of Geological Disasters
Springer optimization and its applications·2020· 1 cited
Machine learning: The deep end
2020
Déchirure isolée de la jonction myotendineuse du muscle infra-épineux traité par injections de plasma riche en plaquettes. À propos d’un cas
Journal de Traumatologie du Sport·2020
On the fictitious default algorithm in fuzzy financial networks
International Journal of Approximate Reasoning·2020· 2 cited
Time-Series Forecasting of Mortality Rates using Deep Learning
SSRN Electronic Journal·2020· 17 citedOpen Access
$$l_1$$-Regularization for multi-period portfolio selection
Annals of Operations Research·2019· 1 citedOpen Access
Do Digital and Communication Technologies Improve Smart Ports? A Fuzzy DEA Approach
IEEE Transactions on Industrial Informatics·2019· 24 cited
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Frequent Co-authors

P Zanetti(19), Salvatore Scognamiglio(17), Zelda Marino(17), Stefania Corsaro(13), Ugo Fiore(10), Mario Rosario Guarracino(9), P. L. De Angelis(9), Ronald Richman(6), Mario V. Wüthrich(6), Luca Passalacqua(5), Gilberto Castellani(4), Giuseppe De Marco(4), Chiara Donnini(4), Federica Gioia(4), Mariafortuna Pietroluongo(4), Frédéric Vivien(3), Jesper Larsson Träff(3), Mario Cannatoro(3), Marco Danelutto(3), Anders Hast(3)