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DE FALCO, IVANOE

DE FALCO, IVANOE  

Istituto di Calcolo e Reti ad Alte Prestazioni - ICAR - Sede Secondaria Napoli  

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Titolo Data di pubblicazione Autore(i) File
A gradient-supported analysis of Pareto front in multi-objective extremal optimization-based processor load balancing 1-gen-2025 DE FALCO, Ivanoe; Laskowski, Eryk; Olejnik, Richard; Scafuri, Umberto; Tarantino, Ernesto; Tudruj, Marek
A novel explainable AI framework for medical image classification integrating statistical, visual, and rule-based methods 1-gen-2025 Ullah, N.; Guzman-Aroca, F.; Martinez-Alvarez, F.; De Falco, I.; Sannino, G.
An Explainable Deep Learning Framework with Adaptive Feature Selection for Smart Lemon Disease Classification in Agriculture 1-gen-2025 Ullah, N.; Ruocco, M.; Della Cioppa, A.; De Falco, I.; Sannino, G.
Ante-Hoc Methods for Interpretable Deep Models: A Survey 1-gen-2025 Di Marino, Antonio; Bevilacqua, Vincenzo; Ciaramella, Angelo; DE FALCO, Ivanoe; Sannino, Giovanna
Model-Free-Communication Federated Neuroevolution 1-gen-2025 Custode, Leonardo Lucio; Iacca, Giovanni; De Falco, Ivanoe; Scafuri, Umberto; Della Cioppa, Antonio
Optimizing Deep Learning for Cotton Leaf Disease Detection Using Meta-Heuristic Feature Selection Algorithms 1-gen-2025 Ullah, N.; Martinez-Alvarez, F.; De Falco, I.; Sannino, G.
Special Issue: Digital Healthcare Leveraging Edge Computing and the Internet of Things 1-gen-2025 Celesti, A.; De Falco, I.; Sannino, G.; Carnevale, L.
Bridging Clinical Gaps: Multi-Dataset Integration for Reliable Multi-Class Lung Disease Classification with DeepCRINet and Occlusion Sensitivity 1-gen-2024 Ullah, N.; Khan, J. A.; De Falco, I.; Sannino, G.
Cross-domain Super-Resolution in Medical Imaging 1-gen-2024 Bevilacqua, V.; Di Marino, A.; Di Nardo, E.; Ciaramella, A.; De Falco, I.; Sannino, G.
Explainable Artificial Intelligence: Importance, Use Domains, Stages, Output Shapes, and Challenges 1-gen-2024 Ullah, Naeem; Khan, Javed Ali; De Falco, Ivanoe; Sannino, Giovanna
Model-Free-Communication Federated Learning: Framework and application to Precision Medicine 1-gen-2024 DE FALCO, Ivanoe; Della Cioppa, A; Koutny, T; Scafuri, U; Tarantino, E
NEvoFed: A Decentralized Approach to Federated NeuroEvolution of Heterogeneous Neural Networks 1-gen-2024 Custode, L. L.; De Falco, I.; Della Cioppa, A.; Iacca, G.; Scafuri, U.
Precision medicine in ALS: Identification of new acoustic markers for dysarthria severity assessment 1-gen-2024 Dubbioso, Raffaele; Spisto, Myriam; Verde, Laura; Virginia Iuzzolino, Valentina; Senerchia, Gianmaria; DE PIETRO, Giuseppe; DE FALCO, Ivanoe; Sannino, Giovanna
Voice signals database of ALS patients with different dysarthria severity and healthy controls 1-gen-2024 Dubbioso, Raffaele; Spisto, Myriam; Verde, Laura; Virginia Iuzzolino, Valentina; Senerchia, Gianmaria; Salvatore, Elena; DE PIETRO, Giuseppe; DE FALCO, Ivanoe; Sannino, Giovanna
A Federated Learning-Inspired Evolutionary Algorithm: Application to Glucose Prediction 1-gen-2023 DE FALCO, Ivanoe; Della Cioppa, Antonio; Koutny, Tomas; Ubl, Martin; Krcma, Michal; Scafuri, Umberto; Tarantino, Ernesto
A Novel Deep Learning Approach for Colon and Lung Cancer Classification Using Histopathological Images 1-gen-2023 Ullah, Naeem; DE FALCO, Ivanoe; Sannino, Giovanna
AI4Health 2023 Workshop 1-gen-2023 Sannino, G.; De Falco, I.; Celesti, A.; Carnevale, L.; Silva, E. F.
Intelligent Systems for Clinical Care and Remote Patient Monitoring 1-gen-2023 Sannino, Giovanna; Celesti, Antonio; DE FALCO, Ivanoe
Reducing high-risk glucose forecasting errors by evolving interpretable models for Type 1 diabetes 1-gen-2023 Della Cioppa, A; DE FALCO, Ivanoe; Koutny, T; Scafuri, U; Ubl, M; Tarantino, E
Special Issue "Advances in Machine and Deep Learning in the Health Domain" 1-gen-2023 Celesti, Antonio; De Falco, Ivanoe; Galletta, Antonino; Sannino, Giovanna