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FAZZOLARI, MICHELA

FAZZOLARI, MICHELA  

Istituto di informatica e telematica - IIT  

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Titolo Data di pubblicazione Autore(i) File
Federated Learning for Brain Tumor Classification from MRI: A Comparison of MLP and ConvNeXt Approaches under IID and Non-IID Data Scenarios 1-gen-2026 Miglionico, Giustino; Fazzolari, Michela; Ducange, Pietro; Marcelloni, Francesco; Ruffini, Fabrizio
Fuzzy Decision Trees for Explainable Brain Tumor Classification: A Comparative Study with Deep Neural Networks and Classical Binary Decision Trees 1-gen-2026 Ducange, Pietro; Fazzolari, Michela; Marcelloni, Francesco; Claudio Miglionico, Giustino; Ruffini, Fabrizio
Towards continuous water stress classification in tomato plants via fuzzy Hoeffding trees and in-vivo biosensors 1-gen-2026 Panella, Giovanni; Ducange, Pietro; Bettelli, Manuele; Vurro, Filippo; Janni, Michela; Fazzolari, Michela; Pecori, Riccardo
An Explainable Brain Tumor Classification System based on Fuzzy Decision Trees 1-gen-2025 Ducange, Pietro; Fazzolari, Michela; Marcelloni, Francesco; Miglionico, Giustino Claudio; Ruffini, Fabrizio
EMERALD D6.4 - Dissemination and Communication Report-v1 1-gen-2025 Fazzolari, Michela; Lazzaroni, Adriana
Leveraging Explainability of AI-Based Intrusion Detection Systems in a Federated Environment 1-gen-2025 Ducange, Pietro; Fazzolari, Michela; Marcelloni, Francesco; Miglionico, Giustino Claudio
"EMERALD D6.1 - Project Flyer and Public Website” 1-gen-2024 Fazzolari, M.; Lazzaroni, A.
An Explainable Smart Agriculture System based on In- Vivo Biosensors 1-gen-2024 Pecori, Riccardo; Panella, Giovanni; Vurro, Filippo; Bettelli, Manuele; Fazzolari, Michela; Ducange, Pietro
EMERALD D6.2 - Dissemination and Communication strategy 1-gen-2024 Fazzolari, M.; Lazzaroni, A.
Explainable Intrusion Detection System in IoT Scenarios: A Cross-Device Model Training and Evaluation for Traffic Classification 1-gen-2024 Ducange, Pietro; Fazzolari, Michela; Marcelloni, Francesco
Leveraging Incremental Decision Trees and In-Vivo Biosensors for an Explainable Plant Health Monitoring System 1-gen-2024 Panella, Giovanni; Ducange, Pietro; Bettelli, Manuele; Vurro, Filippo; Fazzolari, Michela; Pecori, Riccardo
AMOE: A Tool to Automatically Extract and Assess Organizational Evidence for Continuous Cloud Audit 1-gen-2023 Deimling, Franz; Fazzolari, Michela
An Explainable Intrusion Detection System for IoT Networks 1-gen-2023 Fazzolari, Michela; Ducange, Pietro; Marcelloni, Francesco
Fuzzy Hoeffding Decision Trees for Incremental and Interpretable Predictions of Students' Outcomes 1-gen-2023 Casalino, Gabriella; Ducange, Pietro; Fazzolari, Michela; Pecori, Riccardo
Incremental and Interpretable Learning Analytics Through Fuzzy Hoeffding Decision Trees 1-gen-2023 Casalino, G; Ducange, P; Fazzolari, M; Pecori, R
An Explainable and Evolving Car Driver Identification System based on Decision Trees 1-gen-2022 Fazzolari, Michela
Fuzzy Hoeffding Decision Trees for Learning Analytics 1-gen-2022 Casalino, Gabriella; Ducange, Pietro; Fazzolari, Michela; Pecori, Riccardo
Experience: Improving Opinion Spam Detection by Cumulative Relative Frequency Distribution 1-gen-2021 Fazzolari, Michela; Buccafurri, Francesco; Lax, Gianluca; Petrocchi, Marinella
Explainable Internet Traffic Classification 1-gen-2021 Callegari, Christian; Ducange, Pietro; Fazzolari, Michela; Vecchio, Massimo
An overview of recent distributed algorithms for learning fuzzy models in Big Data classification 1-gen-2020 Ducange, Pietro; Fazzolari, Michela; Marcelloni, Francesco