Archivio Istituzionale della RicercaGIORDANO, DANILO
GIORDANO, DANILO
Dipartimento di Automatica e Informatica
023616
GLEm-Net: Unified framework for data reduction with categorical and numerical features
2026 De Santis, Francesco; Giordano, Danilo; Mellia, Marco
Internet Usage and Performance in GEO Satellite Networks: A Large-Scale Study Across Europe and Africa
2026 Merlach, Gabriele; Perdices, Daniel; Perna, Gianluca; Trevisan, Martino; Giordano, Danilo; Mellia, Marco
Towards Better Generalization and Interpretability in Unsupervised Concept-Based Models
2026 De Santis, Francesco; Bich, Philippe; Ciravegna, Gabriele; Barbiero, Pietro; Cerquitelli &, Tania; Giordano, Danilo
V-CEM: Bridging Performance and Intervenability in Concept-Based Models
2026 De Santis, Francesco; Ciravegna, Gabriele; Bich, Philippe; Giordano, Danilo; Cerquitelli, Tania
Analyzing BEV Suitability and Charging Strategies Using Italian Driving Data
2025 Jamalof, Homa; Vassio, Luca; Giordano, Danilo; Mellia, Marco; De Tommasi, Claudio
CFA-Bench: Cybersecurity Forensic Llm Agent Benchmark and Testing
2025 De Santis, Francesco; Huang, Kai; Valentim, Rodolfo; Giordano, Danilo; Mellia, Marco; Houidi, Zied Ben; Rossi, Dario
Encrypted Client Hello Is Coming: A View from Passive Measurements
2025 Merlach, Gabriele; Trevisan, Martino; Giordano, Danilo
Linearly-interpretable concept embedding models for text analysis
2025 De Santis, Francesco; Bich, Philippe; Ciravegna, Gabriele; Barbiero, Pietro; Giordano, Danilo; Cerquitelli, Tania
MAD: Multicriteria Anomaly Detection of Suspicious Financial Accounts from Billions of Cash Transactions
2025 Paoletti, Giordano; Giobergia, Flavio; Giordano, Danilo; Cagliero, Luca; Ronchiadin, Silvia; Moncalvo, Dario; Mellia, Marco; Baralis, Elena
Fault Prediction in Resistance Spot Welding: A Comparison of Machine Learning Approaches
2024 Ciravegna, G.; Galante, F.; Giordano, D.; Cerquitelli, T.; Mellia, M.
LogPrécis: Unleashing language models for automated malicious log analysis
2024 Boffa, Matteo; Drago, Idilio; Mellia, Marco; Vassio, Luca; Giordano, Danilo; Valentim, Rodolfo; Houidi, Zied Ben
Monitoring Web QoE in Satellite Networks from Passive Measurements
2024 Perna, Gianluca; Trevisan, Martino; Giordano, Danilo; Perdices, Daniel; Mellia, Marco
Data Driven Scalability and Profitability Analysis in Free Floating Electric Car Sharing Systems
2023 Ciociola, Alessandro; Giordano, Danilo; Vassio, Luca; Mellia, Marco
Enlightening the Darknets: Augmenting Darknet Visibility with Active Probes
2023 Soro, Francesca; Favale, Thomas; Giordano, Danilo; Drago, Idilio; Rescio, Tommaso; Mellia, Marco; Houidi, Zied Ben; Rossi, Dario
GLEm-Net: Unified Framework for Data Reduction with Categorical and Numerical Features
2023 DE SANTIS, Francesco; Giordano, Danilo; Mellia, Marco; Damilano, Alessia
A first look at HTTP/3 adoption and performance
2022 Perna, Gianluca; Trevisan, Martino; Giordano, Danilo; Drago, Idilio
A first look at starlink performance
2022 Michel, François; Trevisan, Martino; Giordano, Danilo; Bonaventure, Olivier
Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case
2022 Giordano, Danilo; Giobergia, Flavio; Pastor, Eliana; La Macchia, Antonio; Cerquitelli, Tania; Baralis, Elena; Mellia, Marco; Tricarico, Davide
Demand Model Generation from Traces: Adaptive KDE Data-Driven Optimization
2022 Pinna, Maurizio; Vassio, Luca; Giordano, Danilo; Mellia, Marco
Legal Entity Disambiguation for Financial Crime Detection
2022 Fior, Jacopo; Favale, Thomas; Cagliero, Luca; Giordano, Danilo; Mellia, Marco; Baralis, Elena; Ronchiadin, Silvia; Baracco, Paolo; Moncalvo, Dario
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| GLEm-Net: Unified framework for data reduction with categorical and numerical features / De Santis, F., Giordano, D., Mellia, M.. - In: KNOWLEDGE-BASED SYSTEMS. - ISSN 0950-7051. - 334:(2026). [10.1016/j.knosys.2025.115049] | 1-gen-2026 | Francesco De SantisDanilo GiordanoMarco Mellia | 1-s2.0-S0950705125020878-main.pdf |
| Internet Usage and Performance in GEO Satellite Networks: A Large-Scale Study Across Europe and Africa / Merlach, G., Perdices, D., Perna, G., Trevisan, M., Giordano, D., Mellia, M.. - In: COMPUTER NETWORKS. - ISSN 1389-1286. - ELETTRONICO. - 282:(2026). [10.1016/j.comnet.2026.112244] | 1-gen-2026 | Perna, GianlucaTrevisan, MartinoGiordano, DaniloMellia, Marco + | 1-s2.0-S1389128626002562-main.pdf |
| Towards Better Generalization and Interpretability in Unsupervised Concept-Based Models / De Santis, F., Bich, P., Ciravegna, G., Barbiero, P., Cerquitelli &, , T., Giordano, D.. - 16015:(2026), pp. 478-494. (European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) Porto (PRT) September 15–19, 2025) [10.1007/978-3-032-06066-2_28]. | 1-gen-2026 | Francesco De SantisPhilippe BichGabriele CiravegnaDanilo Giordano + | 978-3-032-06066-2_28.pdf; _ECML25__Learnable_Concept_Based_Model.pdf |
| V-CEM: Bridging Performance and Intervenability in Concept-Based Models / De Santis, F., Ciravegna, G., Bich, P., Giordano, D., Cerquitelli, T.. - 2576:(2026), pp. 48-67. (3rd World Conference on Explainable Artificial Intelligence, xAI 2025 Istanbul (TUR) July 9–11, 2025) [10.1007/978-3-032-08317-3_3]. | 1-gen-2026 | Francesco De SantisGabriele CiravegnaPhilippe BichDanilo GiordanoTania Cerquitelli | 978-3-032-08317-3_3.pdf |
| Analyzing BEV Suitability and Charging Strategies Using Italian Driving Data / Jamalof, H., Vassio, L., Giordano, D., Mellia, M., De Tommasi, C.. - (2025), pp. 1-5. (2025 IEEE Transportation Electrification Conference and Expo, Asia-Pacific, ITEC Asia-Pacific 2025 Singapore (SGP) 25-28 November 2025) [10.1109/itecasia-pacific63742.2025.11345025]. | 1-gen-2025 | Jamalof, HomaVassio, LucaGiordano, DaniloMellia, Marco + | Analyzing_BEV_Suitability_and_Charging_Strategies_Using_Italian_Driving_Data.pdf; BEV_Suitability_public.pdf |
| CFA-Bench: Cybersecurity Forensic Llm Agent Benchmark and Testing / De Santis, F., Huang, K., Valentim, R., Giordano, D., Mellia, M., Houidi, Z.B., Rossi, D.. - (2025), pp. 217-225. (2025 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW) Venice (ITA) 30 June - 04 July 2025) [10.1109/eurospw67616.2025.00031]. | 1-gen-2025 | De Santis, FrancescoHuang, KaiValentim, RodolfoGiordano, DaniloMellia, MarcoRossi, Dario + | CFA-Bench_Cybersecurity_Forensic_Llm_Agent_Benchmark_and_Testing.pdf; CFABench_Agent_Foresics.pdf |
| Encrypted Client Hello Is Coming: A View from Passive Measurements / Merlach, G., Trevisan, M., Giordano, D.. - In: NETWORK. - ISSN 2673-8732. - ELETTRONICO. - 5:3(2025). [10.3390/network5030029] | 1-gen-2025 | Trevisan, MartinoGiordano, Danilo + | network-05-00029.pdf |
| Linearly-interpretable concept embedding models for text analysis / De Santis, F., Bich, P., Ciravegna, G., Barbiero, P., Giordano, D., Cerquitelli, T.. - In: MACHINE LEARNING. - ISSN 0885-6125. - ELETTRONICO. - 114:10(2025). [10.1007/s10994-025-06839-5] | 1-gen-2025 | De Santis, FrancescoBich, PhilippeCiravegna, GabrieleGiordano, DaniloCerquitelli, Tania + | s10994-025-06839-5.pdf |
| MAD: Multicriteria Anomaly Detection of Suspicious Financial Accounts from Billions of Cash Transactions / Paoletti, G., Giobergia, F., Giordano, D., Cagliero, L., Ronchiadin, S., Moncalvo, D., Mellia, M., Baralis, E.. - 2:(2025), pp. 4751-4760. (KDD '25: The 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining Toronto ON (CAN) August 3 - 7, 2025) [10.1145/3711896.3737244]. | 1-gen-2025 | Giordano PaolettiFlavio GiobergiaDanilo GiordanoLuca CaglieroMarco MelliaElena Baralis + | 3711896.3737244.pdf |
| Fault Prediction in Resistance Spot Welding: A Comparison of Machine Learning Approaches / Ciravegna, G., Galante, F., Giordano, D., Cerquitelli, T., Mellia, M.. - In: ELECTRONICS. - ISSN 2079-9292. - 13:18(2024). [10.3390/electronics13183693] | 1-gen-2024 | Ciravegna G.Galante F.Giordano D.Cerquitelli T.Mellia M. | electronics-13-03693.pdf |
| LogPrécis: Unleashing language models for automated malicious log analysis / Boffa, M., Drago, I., Mellia, M., Vassio, L., Giordano, D., Valentim, R., Houidi, Z.B.. - In: COMPUTERS & SECURITY. - ISSN 0167-4048. - ELETTRONICO. - 141:(2024). [10.1016/j.cose.2024.103805] | 1-gen-2024 | Boffa, MatteoDrago, IdilioMellia, MarcoVassio, LucaGiordano, DaniloValentim, Rodolfo + | 1-s2.0-S0167404824001068-main.pdf |
| Monitoring Web QoE in Satellite Networks from Passive Measurements / Perna, G., Trevisan, M., Giordano, D., Perdices, D., Mellia, M.. - (2024), pp. 669-676. (2024 IEEE 21st Consumer Communications & Networking Conference (CCNC) Las Vegas (USA) 06-09 January 2024) [10.1109/ccnc51664.2024.10454720]. | 1-gen-2024 | Perna, GianlucaTrevisan, MartinoGiordano, DaniloMellia, Marco + | Monitoring_Web_QoE_in_Satellite_Networks_from_Passive_Measurements.pdf; SatCom_QoE_CCNC.pdf |
| Data Driven Scalability and Profitability Analysis in Free Floating Electric Car Sharing Systems / Ciociola, A., Giordano, D., Vassio, L., Mellia, M.. - In: INFORMATION SCIENCES. - ISSN 0020-0255. - ELETTRONICO. - 621:(2023), pp. 545-561. [10.1016/j.ins.2022.11.116] | 1-gen-2023 | Ciociola, AlessandroGiordano, DaniloVassio, LucaMellia, Marco | Scalability_preprint.pdf; 1-s2.0-S0020025522014219-main.pdf |
| Enlightening the Darknets: Augmenting Darknet Visibility with Active Probes / Soro, F., Favale, T., Giordano, D., Drago, I., Rescio, T., Mellia, M., Houidi, Z.B., Rossi, D.. - In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. - ISSN 1932-4537. - ELETTRONICO. - 20:4(2023), pp. 5012-5025. [10.1109/TNSM.2023.3267671] | 1-gen-2023 | Soro, FrancescaFavale, ThomasGiordano, DaniloMellia, Marco + | Enlightening_the_Darknets_Augmenting_Darknet_Visibility_with_Active_Probes.pdf; Enlightening_the_Darknets_Augmenting_Darknet_Visibility_With_Active_Probes.pdf |
| GLEm-Net: Unified Framework for Data Reduction with Categorical and Numerical Features / DE SANTIS, F., Giordano, D., Mellia, M., Damilano, A.. - ELETTRONICO. - (2023), pp. 4240-4247. (2023 IEEE International Conference on Big Data (Big Data) Sorrento, Italy 15-18 December 2023) [10.1109/BigData59044.2023.10386901]. | 1-gen-2023 | Francesco De SantisDanilo GiordanoMarco MelliaAlessia Damilano | Desantis_Bigdata.pdf; GLEm-Net_Unified_Framework_for_Data_Reduction_with_Categorical_and_Numerical_Features.pdf |
| A first look at HTTP/3 adoption and performance / Perna, G., Trevisan, M., Giordano, D., Drago, I.. - In: COMPUTER COMMUNICATIONS. - ISSN 0140-3664. - ELETTRONICO. - 187:(2022), pp. 115-124. [10.1016/j.comcom.2022.02.005] | 1-gen-2022 | Perna, GianlucaTrevisan, MartinoGiordano, DaniloDrago, Idilio | 1-s2.0-S0140366422000421-main.pdf; Measuring_HTTP3__Adoption_and_Performance__EXTENSION_ (1).pdf |
| A first look at starlink performance / Michel, F., Trevisan, M., Giordano, D., Bonaventure, O.. - ELETTRONICO. - (2022), pp. 130-136. (Internet Measurement Conference (IMC) Nizza (FRA) 25-27 Ottobre 2022) [10.1145/3517745.3561416]. | 1-gen-2022 | Trevisan, MartinoGiordano, Danilo + | Starlink_characterization.pdf; 3517745.3561416.pdf |
| Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case / Giordano, D., Giobergia, F., Pastor, E., La Macchia, A., Cerquitelli, T., Baralis, E., Mellia, M., Tricarico, D.. - In: COMPUTERS IN INDUSTRY. - ISSN 0166-3615. - ELETTRONICO. - 134:(2022), p. 103554. [10.1016/j.compind.2021.103554] | 1-gen-2022 | Giordano, DaniloGiobergia, FlavioPastor, ElianaLa Macchia, AntonioCerquitelli, TaniaBaralis, ElenaMellia, MarcoTricarico, Davide | 1-s2.0-S0166361521001615-main.pdf; Giordano_PREPIPE.pdf |
| Demand Model Generation from Traces: Adaptive KDE Data-Driven Optimization / Pinna, M., Vassio, L., Giordano, D., Mellia, M.. - ELETTRONICO. - (2022), pp. 48-54. (6th International Conference on Smart Grid and Smart Cities (ICSGSC) 22-24 October 2022) [10.1109/ICSGSC56353.2022.9963018]. | 1-gen-2022 | Pinna, MaurizioVassio, LucaGiordano, DaniloMellia, Marco | Demand_Model_Generation_from_Traces_Adaptive_KDE_Data-Driven_Optimization.pdf |
| Legal Entity Disambiguation for Financial Crime Detection / Fior, J., Favale, T., Cagliero, L., Giordano, D., Mellia, M., Baralis, E., Ronchiadin, S., Baracco, P., Moncalvo, D.. - ELETTRONICO. - (2022), pp. 6639-6641. (2022 IEEE International Conference on Big Data (Big Data) Osaka, Japan 17-20 December 2022) [10.1109/BigData55660.2022.10020700]. | 1-gen-2022 | Fior, JacopoFavale, ThomasCagliero, LucaGiordano, DaniloMellia, MarcoBaralis, Elena + | Legal_Entity_Disambiguation_for_Financial_Crime_Detection.pdf; Legal_Entity_Disambiguation_for_Financial_Crime_Detection.pdf |