Francesca Perla

Using generative adversarial networks for improving classification effectiveness in credit card fraud detection

Ugo Fiore, Alfredo De Santis, Francesca Perla et al. · Information Sciences · 2017 · 549 citations

Fraud Detection, Engineering, Machine Learning +11

A Deep Learning Integrated Lee–Carter Model

Andrea Nigri, Susanna Levantesi, Mario Marino et al. · Risks · 2019 · 98 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +13

Time-series forecasting of mortality rates using deep learning

Francesca Perla, Ronald Richman, Salvatore Scognamiglio et al. · Scandinavian Actuarial Journal · 2021 · 79 citations

Forecasting Methodology, Convolutional Neural Network, Engineering +15

Do Digital and Communication Technologies Improve Smart Ports? A Fuzzy DEA Approach

Rosalia Castellano, Ugo Fiore, Gaetano Musella et al. · IEEE Transactions on Industrial Informatics · 2019 · 24 citations

Port Efficiency, Engineering, Business Intelligence +20

$$l_1$$ l 1 -Regularization for multi-period portfolio selection

Stefania Corsaro, Valentina De Simone, Zelda Marino et al. · RePEc: Research Papers in Economics · 17 citations