Antonella Guzzo

Model aggregation techniques in federated learning: A comprehensive survey

Pian Qi, Diletta Chiaro, Antonella Guzzo et al. · Future Generation Computer Systems · 2023 · 350 citations · Full text

Engineering, Machine Learning, Data Aggregation +19

Discovering expressive process models by clustering log traces

Gianluigi Greco, Antonella Guzzo, Luigi Pontieri et al. · IEEE Transactions on Knowledge and Data Engineering · 2006 · 317 citations

Engineering, Software Engineering, Pattern Mining +20

DeepBreastCancerNet: A Novel Deep Learning Model for Breast Cancer Detection Using Ultrasound Images

Asaf Raza, Naeem Ullah, Javed Ali Khan et al. · Applied Sciences · 2023 · 105 citations · Full text

Dermoscopic Image, Convolutional Neural Network, Image Analysis +15

Mining usage scenarios in business processes: Outlier-aware discovery and run-time prediction

Francesco Folino, Gianluigi Greco, Antonella Guzzo et al. · Data & Knowledge Engineering · 2011 · 77 citations

Engineering, Business Processes, Business Intelligence +17

Mining and reasoning on workflows

Gianluigi Greco, Antonella Guzzo, Giuseppe Manco et al. · IEEE Transactions on Knowledge and Data Engineering · 2005 · 57 citations

Engineering, Verification, Software Engineering +21