DAMIANI, ERNESTO
DAMIANI, ERNESTO
Dipartimento di Informatica Giovanni Degli Antoni
Tuning Machine Learning to Address Process Mining Requirements
2024 P. Ceravolo, S.B. Junior, E. Damiani, W. Van Der Aalst
Fast ML-based Next-Word Prediction for Hybrid Languages
2024 Y. Ikegami, S. Tsuruta, A. Kutics, E. Damiani, R. Knauf
MUSA: A platform for data-intensive services in Edge-Cloud Continuum
2024 M. Anisetti, C.A. Ardagna, F. Berto, R. Bondaruc, E. Damiani, A. Pedretti, A. Pisati, M. Banzi, A. Retico
A Decade of Churn Prediction Techniques in the TelCo Domain: A Survey
2024 A. Barsotti, G. Gianini, C. Mio, J. Lin, H. Babbar, A. Singh, F. Taher, E. Damiani
Robust ML model ensembles via risk-driven anti-clustering of training data
2023 L. Mauri, B. Apolloni, E. Damiani
Securing Machine Learning Models: Notions and Open Issues
2023 L. Mauri, E. Damiani
Explainable Data Poison Attacks on Human Emotion Evaluation Systems Based on EEG Signals
2023 Z. Zhang, S. Umar, A.Y. Al Hammadi, S. Yoon, E. Damiani, C.A. Ardagna, N. Bena, C. Yeob Yeun
User-Centered Evaluation Framework for Telerobot Interface and Interaction factors -- A Case Study on Medical Device Manufacturing
2023 I.F. Fernandes Ramos, K. Sagar, P. Long, E. Damiani, M. Chiara Leva, G. Gianini
Rethinking Certification for Trustworthy Machine Learning-Based Applications
2023 M. Anisetti, C.A. Ardagna, N. Bena, E. Damiani
A two-stage cyber attack detection and classification system for smart grids
2023 M.M. Alani, L. Mauri, E. Damiani
On the Robustness of Random Forest Against Untargeted Data Poisoning: An Ensemble-Based Approach
2023 M. Anisetti, C.A. Ardagna, A. Balestrucci, N. Bena, E. Damiani, C. Yeob Yeun
Deep Learning Approaches for Vulnerable Road Users Safety
2023 G. Jeon, V. Bellandi, A. Chehri, E. Damiani
A holistic and proactive approach to forecasting cyber threats
2023 Z. Almahmoud, P.D. Yoo, O. Alhussein, I. Farhat, E. Damiani
Blockchain-Based Trustworthy O2O Interaction in the Next 6G Ecosystem
2023 E. Bellini, E. Damiani, S. Marrone
Real-time probing of control-flow and data-flow in event logs
2022 P. Ceravolo, E. Damiani, E.F. Schepis, G.M. Tavares
Modeling Threats to AI-ML Systems Using STRIDE
2022 L. Mauri, E. Damiani
Automating Process Discovery Through Meta-learning
2022 G. Marques Tavares, S. Barbon Junior, E. Damiani
Agent-Based Vector-Label Propagation for Explaining Social Network Structures
2022 V. Bellandi, P. Ceravolo, E. Damiani, S. Maghool
Neuro-Symbolic AI for Sensor-based Human Performance Prediction: System Architectures and Applications
2022 I.F. Fernandes Ramos, G. Gianini, E. Damiani
Fostering student entrepreneurship mindset through the embedding of international student teams into start-ips and the sudy of company-driven open questions
2022 L. Brunie, S. Ben Mokhtar, D. Brac de la Perrière, D. Fabrègue, L. Tondu, A. Cordier, V. Delplanque, A. Bertrand, O. Coueffe, H. Kosch, E. Damiani, S. Cimato, I.A. Awada, A. Olaru, R. Wossidlo, G. Fiorentino, L. Lombardo, F.S. Nucci, O. Cramariuc