DAMIANI, ERNESTO
DAMIANI, ERNESTO
Dipartimento di Informatica Giovanni Degli Antoni
A lightweight AI system for real-time elderly fall detection
2026 M. Fayad, M.A. Merzoug, A. Mostefaoui, E. Damiani, G. Gianini, R. Yahiaoui
No Time to Evade: Context-Aware Conditional Entropy Partitioning and Model Fusion for Robust Multi-Process Malware Detection
2026 L. Mauri, E. Damiani
Tuning LLM-Based Advisors for the Common Good: The Case for Direct Preference Optimization
2026 L. Mauri, G. Sargsyan, E. Damiani
Human-Centered Evaluation of Control and Perception Interface Factors in a Teleoperational Cutting Task
2026 I.F. Ramos, K. Sagar, P. Long, M.C. Leva, E. Damiani, G. Gianini
Unlabeled Multimodal Datasets for Robust Emotion Recognition
2026 I.F. Ramos, G. Gianini, E. Damiani
Exploring UNet-based models for prostate lesion segmentation from multi-sequence MRI (T2W, ADC, DWI)
2026 S. Fouladi, F. Darvizeh, G. Gianini, R. Di Meo, L. Di Palma, E. Damiani, A. Maiocchi, D. Fazzini, M. Alì
A Deep Learning Framework for Predicting Business Process Violations
2026 G. Tello, G. Gianini, R. Mizouni, C. Mio, E. Damiani, P. Ceravolo
Trusting Data Updates to Drone-Based Model Evolution
2025 M. Anisetti, C.A. Ardagna, N. Bena, E. Damiani, C.Y. Yeun, S. Yoon
A Federated Learning Architecture for Prostate MRI Image Segmentation
2025 A. Bovio, M. Barile, F. Pallotta, L. Pede, A. Maiocchi, M. Alì, F. Darvizeh, D. Fazzini, F. Lacavalla, M. Banzi, G. Gianini, C. Mio, F. Berto, R. Bondaruc, E. Damiani, S. Fouladi
AI-Based Prostate Lesion Segmentation on In-House mp-MRI: Impact of U-Net Variants and PI-RADS Levels
2025 S. Fouladi, F. Darvizeh, R. Di Meo, I. Bossi Zanetti, G. Gianini, C. Mio, E. Damiani, E. Cambie, A. Licata, A. Maiocchi, M. Al`ı And Deborah Fazzini
A multi-label visualisation approach for malware behaviour analysis
2025 D.T. Uysal, P.D. Yoo, K. Taha, C.Y. Yeun, E. Damiani
Hardening behavioral classifiers against polymorphic malware: An ensemble approach based on minority report
2025 L. Mauri, E. Damiani
Protecting machine learning from poisoning attacks: A risk-based approach
2025 N. Bena, M. Anisetti, E. Damiani, C.Y. Yeun, C.A. Ardagna
Forecasting Cyber Threats and Pertinent Mitigation Technologies
2025 Z. Almahmoud, P.D. Yoo, E. Damiani, K. Raymond Choo, C. Yeob Yeun
Federated and edge learning for large language models
2025 F. Piccialli, D. Chiaro, P. Qi, V. Bellandi, E. Damiani
Advanced Prostate MRI Analysis: UNET-Based Models for Zonal and Lesion Segmentation
2025 S. Fouladi, G. Gianini, D. Fazzini, A. Maiocchi, E. Damiani, S. Papa, M. Ali
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
Collaborative Intelligence for Safety-Critical Industries: A Literature Review
2024 I.F. Ramos, G. Gianini, M.C. Leva, E. Damiani
A roadmap for improving data quality through standards for collaborative intelligence in human-robot applications
2024 S. Mehak, S. Mehak, I.F. Ramos, K. Sagar, A. Ramasubramanian, J.D. Kelleher, M. Guilfoyle, G. Gianini, E. Damiani, M. Chiara Leva