Sfoglia per Autore
Explainable Deep-Learning Approaches for Packet-Level Traffic Prediction of Collaboration and Communication Mobile Apps
2024 Guarino, I.; Aceto, G.; Ciuonzo, D.; Montieri, A.; Persico, V.; Pescape', A.
Bayesian Fault Detection and Localization Through Wireless Sensor Networks in Industrial Plants
2024 Tabella, Gianluca; Ciuonzo, Domenico; Paltrinieri, Nicola; Rossi, Pierluigi Salvo
Benchmarking Class Incremental Learning in Deep Learning Traffic Classification
2024 Bovenzi, G.; Nascita, A.; Yang, L.; Finamore, A.; Aceto, G.; Ciuonzo, D.; Pescape', A.; Rossi, D.
Fine-Grained Traffic Prediction of Communication-and-Collaboration Apps Via Deep-Learning: A First Look at Explainability
2023 Guarino, I.; Aceto, G.; Ciuonzo, D.; Montieri, A.; Persico, V.; Pescape', A.
Explainable Mobile Traffic Classification: the Case of Incremental Learning
2023 Nascita, Alfredo; Cerasuolo, Francesco; Aceto, Giuseppe; Ciuonzo, Domenico; Persico, Valerio; Pescape, Antonio
Time-Aware Distributed Sequential Detection of Gas Dispersion via Wireless Sensor Networks
2023 Tabella, Gianluca; Ciuonzo, Domenico; Yilmaz, Yasin; Wang, Xiaodong; Rossi, Pierluigi Salvo
Network anomaly detection methods in IoT environments via deep learning: A Fair comparison of performance and robustness
2023 Bovenzi, G.; Aceto, G.; Ciuonzo, D.; Montieri, A.; Persico, V.; Pescape', Antonio
Non-cooperative Distributed Detection via Federated Sensor Networks
2023 Ciuonzo, Domenico; Chawla, Apoorva; Rossi, Pierluigi Salvo
Optimization Based Sensor Placement for Multi-Target Localization With Coupling Sensor Clusters
2023 Wu, Linlong; Sahu, Nitesh; Xu, Sheng; Babu, Prabhu; Ciuonzo, Domenico
Sparse Bayesian Learning Assisted Decision Fusion in Millimeter Wave Massive MIMO Sensor Networks
2023 Chawla, Apoorva; Ciuonzo, Domenico; Rossi, Pierluigi Salvo
Deep Recurrent Graph Convolutional Architecture for Sensor Fault Detection, Isolation, and Accommodation in Digital Twins
2023 Darvishi, Hossein; Ciuonzo, Domenico; Salvo Rossi, Pierluigi
A Machine-Learning Architecture for Sensor Fault Detection, Isolation and Accommodation in Digital Twins
2023 Darvishi, Hossein; Ciuonzo, Domenico; Rossi, Pierluigi Salvo
Adaptive Intrusion Detection Systems: Class Incremental Learning for IoT Emerging Threats
2023 Cerasuolo, F.; Bovenzi, G.; Marescalco, C.; Cirillo, F.; Ciuonzo, D.; Pescape', A.
AI-powered Internet Traffic Classification: Past, Present, and Future
2023 Aceto, G.; Ciuonzo, D.; Montieri, A.; Persico, V.; Pescape', A.
Improving Performance, Reliability, and Feasibility in Multimodal Multitask Traffic Classification with XAI
2023 Nascita, Alfredo; Montieri, Antonio; Aceto, Giuseppe; Ciuonzo, Domenico; Persico, Valerio; Pescape, Antonio
Joint Design of Horizontal and Vertical Polarization Waveforms for Polarimetric Radar Via SINR Maximization
2023 Cheng, X.; Wu, L.; Ciuonzo, D.; Wang, W.
Constant-Modulus Waveform Design With Polarization-Adaptive Power Allocation in Polarimetric Radar
2023 Wu, Linlong; Cheng, Xu; Huang, Huiping; Ciuonzo, Domenico; Shankar, Bhavani; Ottersten, Björn
Wireless Inference Gets Smarter: RIS-assisted Channel-Aware MIMO Decision Fusion
2022 Mudkey, N.; Ciuonzo, D.; Zappone, A.; Rossi, P. S.
On the use of Machine Learning Approaches for the Early Classification in Network Intrusion Detection
2022 Guarino, I.; Bovenzi, G.; Di Monda, D.; Aceto, G.; Ciuonzo, D.; Pescape, Antonio
Prediction of Mobile-App Network-Video-Traffic Aggregates using Multi-task Deep Learning
2022 Pappone, L.; Cerasuolo, F.; Persico, V.; Ciuonzo, D.; Pescape, Antonio; Esposito, F.
| Titolo | Tipologia | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|---|
| Explainable Deep-Learning Approaches for Packet-Level Traffic Prediction of Collaboration and Communication Mobile Apps | 1.1 Articolo in rivista | 2024 | Guarino, I.; Aceto, G.; Ciuonzo, D.; Montieri, A.; Persico, V.; Pescape', A. | |
| Bayesian Fault Detection and Localization Through Wireless Sensor Networks in Industrial Plants | 1.1 Articolo in rivista | 2024 | Tabella, Gianluca; Ciuonzo, Domenico; Paltrinieri, Nicola; Rossi, Pierluigi Salvo | |
| Benchmarking Class Incremental Learning in Deep Learning Traffic Classification | 1.1 Articolo in rivista | 2024 | Bovenzi, G.; Nascita, A.; Yang, L.; Finamore, A.; Aceto, G.; Ciuonzo, D.; Pescape', A.; Rossi, D. | |
| Fine-Grained Traffic Prediction of Communication-and-Collaboration Apps Via Deep-Learning: A First Look at Explainability | 4.1 Articoli in Atti di convegno | 2023 | Guarino, I.; Aceto, G.; Ciuonzo, D.; Montieri, A.; Persico, V.; Pescape', A. | |
| Explainable Mobile Traffic Classification: the Case of Incremental Learning | 4.1 Articoli in Atti di convegno | 2023 | Nascita, Alfredo; Cerasuolo, Francesco; Aceto, Giuseppe; Ciuonzo, Domenico; Persico, Valerio; Pescape, Antonio | |
| Time-Aware Distributed Sequential Detection of Gas Dispersion via Wireless Sensor Networks | 1.1 Articolo in rivista | 2023 | Tabella, Gianluca; Ciuonzo, Domenico; Yilmaz, Yasin; Wang, Xiaodong; Rossi, Pierluigi Salvo | |
| Network anomaly detection methods in IoT environments via deep learning: A Fair comparison of performance and robustness | 1.1 Articolo in rivista | 2023 | Bovenzi, G.; Aceto, G.; Ciuonzo, D.; Montieri, A.; Persico, V.; Pescape', Antonio | |
| Non-cooperative Distributed Detection via Federated Sensor Networks | 4.1 Articoli in Atti di convegno | 2023 | Ciuonzo, Domenico; Chawla, Apoorva; Rossi, Pierluigi Salvo | |
| Optimization Based Sensor Placement for Multi-Target Localization With Coupling Sensor Clusters | 1.1 Articolo in rivista | 2023 | Wu, Linlong; Sahu, Nitesh; Xu, Sheng; Babu, Prabhu; Ciuonzo, Domenico | |
| Sparse Bayesian Learning Assisted Decision Fusion in Millimeter Wave Massive MIMO Sensor Networks | 4.1 Articoli in Atti di convegno | 2023 | Chawla, Apoorva; Ciuonzo, Domenico; Rossi, Pierluigi Salvo | |
| Deep Recurrent Graph Convolutional Architecture for Sensor Fault Detection, Isolation, and Accommodation in Digital Twins | 1.1 Articolo in rivista | 2023 | Darvishi, Hossein; Ciuonzo, Domenico; Salvo Rossi, Pierluigi | |
| A Machine-Learning Architecture for Sensor Fault Detection, Isolation and Accommodation in Digital Twins | 1.1 Articolo in rivista | 2023 | Darvishi, Hossein; Ciuonzo, Domenico; Rossi, Pierluigi Salvo | |
| Adaptive Intrusion Detection Systems: Class Incremental Learning for IoT Emerging Threats | 4.1 Articoli in Atti di convegno | 2023 | Cerasuolo, F.; Bovenzi, G.; Marescalco, C.; Cirillo, F.; Ciuonzo, D.; Pescape', A. | |
| AI-powered Internet Traffic Classification: Past, Present, and Future | 1.1 Articolo in rivista | 2023 | Aceto, G.; Ciuonzo, D.; Montieri, A.; Persico, V.; Pescape', A. | |
| Improving Performance, Reliability, and Feasibility in Multimodal Multitask Traffic Classification with XAI | 1.1 Articolo in rivista | 2023 | Nascita, Alfredo; Montieri, Antonio; Aceto, Giuseppe; Ciuonzo, Domenico; Persico, Valerio; Pescape, Antonio | |
| Joint Design of Horizontal and Vertical Polarization Waveforms for Polarimetric Radar Via SINR Maximization | 1.1 Articolo in rivista | 2023 | Cheng, X.; Wu, L.; Ciuonzo, D.; Wang, W. | |
| Constant-Modulus Waveform Design With Polarization-Adaptive Power Allocation in Polarimetric Radar | 1.1 Articolo in rivista | 2023 | Wu, Linlong; Cheng, Xu; Huang, Huiping; Ciuonzo, Domenico; Shankar, Bhavani; Ottersten, Björn | |
| Wireless Inference Gets Smarter: RIS-assisted Channel-Aware MIMO Decision Fusion | 4.1 Articoli in Atti di convegno | 2022 | Mudkey, N.; Ciuonzo, D.; Zappone, A.; Rossi, P. S. | |
| On the use of Machine Learning Approaches for the Early Classification in Network Intrusion Detection | 4.1 Articoli in Atti di convegno | 2022 | Guarino, I.; Bovenzi, G.; Di Monda, D.; Aceto, G.; Ciuonzo, D.; Pescape, Antonio | |
| Prediction of Mobile-App Network-Video-Traffic Aggregates using Multi-task Deep Learning | 4.1 Articoli in Atti di convegno | 2022 | Pappone, L.; Cerasuolo, F.; Persico, V.; Ciuonzo, D.; Pescape, Antonio; Esposito, F. |
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