Archivio Istituzionale della RicercaVASSIO, LUCA
VASSIO, LUCA
Dipartimento di Automatica e Informatica
026369
On Cost-Effectiveness of Language Models for Time Series Anomaly Detection
2026 Yassine, Ali; Cagliero, Luca; Vassio, Luca
Transformer-based Analysis of Vehicle CAN Bus Data for Predictive Maintenance: A Real Case Study
2026 Yassine, Ali; Zorzan, Fabio; Salvatori, Lucia; Vassio, Luca; Cagliero, Luca
Analyzing BEV Suitability and Charging Strategies Using Italian Driving Data
2025 Jamalof, Homa; Vassio, Luca; Giordano, Danilo; Mellia, Marco; De Tommasi, Claudio
CoDÆN: Benchmarks and Comparison of Evolutionary Community Detection Algorithms for Dynamic Networks
2025 Paoletti, Giordano; Gioacchini, Luca; Mellia, Marco; Vassio, Luca; Almeida, Jussara
Dominance or Fair Play in Social Networks? A Model of Influencer Popularity Dynamics
2025 Galante, Franco; Ravazzi, Chiara; Vassio, Luca; Garetto, Michele; Leonardi, Emilio
Join the Chat: How Curiosity Sparks Participation in Telegram Groups
2025 Paoletti, Giordano; Almeida, Jussara M.; Vassio, Luca; Gonçalves, Marcos André; Mellia, Marco
The Sweet Danger of Sugar: Debunking Representation Learning for Encrypted Traffic Classification
2025 Zhao, Yuqi; Dettori, Giovanni; Boffa, Matteo; Vassio, Luca; Mellia, Marco
Topic-wise Exploration of the Telegram Group-verse
2025 Perlo, Alessandro; Paoletti, Giordano; Jha, Nikhil; Vassio, Luca; MARQUES DE ALMEIDA GONCALVES, Jussara; Mellia, Marco
Tracing the 2024 U.S. election debate on Telegram with LLMs and graph analysis
2025 Paoletti, Giordano; Ferreira, Carlos H. G.; Vassio, Luca; Rocha, Leonardo; Almeida, Jussara M.
Benchmarking Evolutionary Community Detection Algorithms in Dynamic Networks
2024 Paoletti, Giordano; Gioacchini, Luca; Mellia, Marco; Vassio, Luca; Almeida, Jussara M.
Cross-network Embeddings Transfer for Traffic Analysis
2024 Gioacchini, Luca; Mellia, Marco; Vassio, Luca; Drago, Idilio; Milan, Giulia; Houidi, Zied Ben; Rossi, Dario
Detecting Edge and Node Anomalies with Temporal GNNs
2024 Cavallo, Andrea; Gioacchini, Luca; Mellia, Marco; Vassio, Luca
Dynamic Cluster Analysis to Detect and Track Novelty in Network Telescopes
2024 Huang, Kai; Gioacchini, Luca; Mellia, Marco; Vassio, Luca
Incremental Federated Host Embeddings for Network Telescopes Traffic Analysis
2024 Huang, Kai; Gioacchini, Luca; Mellia, Marco; Vassio, Luca
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
TASP: Topic-based abstractive summarization of Facebook text posts
2024 Benedetto, Irene; La Quatra, Moreno; Cagliero, Luca; Vassio, Luca; Trevisan, Martino
2-hop Neighbor Class Similarity (2NCS): A graph structural metric indicative of graph neural network performance
2023 Cavallo, Andrea; Grohnfeldt, Claas; Russo, Michele; Lovisotto, Giulio; Vassio, Luca
Data Driven Scalability and Profitability Analysis in Free Floating Electric Car Sharing Systems
2023 Ciociola, Alessandro; Giordano, Danilo; Vassio, Luca; Mellia, Marco
Exploring Temporal GNN Embeddings for Darknet Traffic Analysis
2023 Gioacchini, Luca; Cavallo, Andrea; Mellia, Marco; Vassio, Luca
i-DarkVec: Incremental Embeddings for Darknet Traffic Analysis
2023 Gioacchini, Luca; Vassio, Luca; Mellia, Marco; Drago, Idilio; Ben Houidi, Zied; Rossi, Dario
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| On Cost-Effectiveness of Language Models for Time Series Anomaly Detection / Yassine, Ali; Cagliero, Luca; Vassio, Luca. - In: INFORMATION. - ISSN 2078-2489. - 17:1(2026). [10.3390/info17010072] | 1-gen-2026 | Yassine, AliCagliero, LucaVassio, Luca | information-17-00072.pdf |
| Transformer-based Analysis of Vehicle CAN Bus Data for Predictive Maintenance: A Real Case Study / Yassine, Ali; Zorzan, Fabio; Salvatori, Lucia; Vassio, Luca; Cagliero, Luca. - ELETTRONICO. - 4192:(2026). ( 10th International Workshop on Data Analytics solutions for Real-LIfe APplications (DARLI-AP) Tampere, Finland March 24, 2026). | 1-gen-2026 | Yassine, AliVassio, LucaCagliero, Luca + | DARLIAP-paper10.pdf |
| Analyzing BEV Suitability and Charging Strategies Using Italian Driving Data / Jamalof, Homa; Vassio, Luca; Giordano, Danilo; Mellia, Marco; De Tommasi, Claudio. - (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 |
| CoDÆN: Benchmarks and Comparison of Evolutionary Community Detection Algorithms for Dynamic Networks / Paoletti, Giordano; Gioacchini, Luca; Mellia, Marco; Vassio, Luca; Almeida, Jussara. - In: ACM TRANSACTIONS ON THE WEB. - ISSN 1559-114X. - ELETTRONICO. - 19:3(2025). [10.1145/3718988] | 1-gen-2025 | Giordano PaolettiLuca GioacchiniMarco MelliaLuca VassioJussara Almeida | 3718988.pdf |
| Dominance or Fair Play in Social Networks? A Model of Influencer Popularity Dynamics / Galante, Franco; Ravazzi, Chiara; Vassio, Luca; Garetto, Michele; Leonardi, Emilio. - ELETTRONICO. - 2:(2025), pp. 306-321. ( International Conference on Advances in Social Networks Analysis and Mining (ASONAM) 2025. Niagara Falls (Can) 25 - 28 Agosto 2025) [10.1007/978-3-032-13821-7_26]. | 1-gen-2025 | Franco GalanteLuca VassioEmilio Leonardi + | document.pdf; ASONAM_25__The_Rise_of_Influencers.pdf |
| Join the Chat: How Curiosity Sparks Participation in Telegram Groups / Paoletti, Giordano; Almeida, Jussara M.; Vassio, Luca; Gonçalves, Marcos André; Mellia, Marco. - 19:(2025), pp. 1493-1509. ( International AAAI Conference on Web and Social Media Copenhagen (DK) June 23–26, 2025) [10.1609/icwsm.v19i1.35884]. | 1-gen-2025 | Paoletti, GiordanoVassio, LucaMellia, Marco + | 35884-Article Text-39952-1-2-20250607.pdf |
| The Sweet Danger of Sugar: Debunking Representation Learning for Encrypted Traffic Classification / Zhao, Yuqi; Dettori, Giovanni; Boffa, Matteo; Vassio, Luca; Mellia, Marco. - ELETTRONICO. - (2025), pp. 296-310. ( SIGCOMM '25: ACM SIGCOMM 2025 Conference Coimbra (PT) September 8 - 11, 2025) [10.1145/3718958.3750498]. | 1-gen-2025 | Zhao, YuqiDettori, GiovanniBoffa, MatteoVassio, LucaMellia, Marco | 3718958.3750498.pdf |
| Topic-wise Exploration of the Telegram Group-verse / Perlo, Alessandro; Paoletti, Giordano; Jha, Nikhil; Vassio, Luca; MARQUES DE ALMEIDA GONCALVES, Jussara; Mellia, Marco. - (2025), pp. 1792-1801. ( 15th Temporal Web Analytics Workshop (TempWeb 2025) in conjunction with The Web Conference 2025 Sidney (AUS) 28 April - 2 May 2025) [10.1145/3701716.3717506]. | 1-gen-2025 | Perlo AlessandroPaoletti GiordanoJha NikhilVassio LucaAlmeida JussaraMellia Marco | 3701716.3717506.pdf |
| Tracing the 2024 U.S. election debate on Telegram with LLMs and graph analysis / Paoletti, Giordano; Ferreira, Carlos H. G.; Vassio, Luca; Rocha, Leonardo; Almeida, Jussara M.. - In: SOCIAL NETWORK ANALYSIS AND MINING. - ISSN 1869-5469. - 15:1(2025). [10.1007/s13278-025-01504-0] | 1-gen-2025 | Paoletti, GiordanoVassio, Luca + | s13278-025-01504-0.pdf |
| Benchmarking Evolutionary Community Detection Algorithms in Dynamic Networks / Paoletti, Giordano; Gioacchini, Luca; Mellia, Marco; Vassio, Luca; Almeida, Jussara M.. - ELETTRONICO. - (2024). ( 4th Workshop on Graphs and more Complex structures for Learning and Reasoning (GCLR) at AAAI 2024 Vancouver (CDN) 2024). | 1-gen-2024 | Giordano PaolettiLuca GioacchiniMarco MelliaLuca Vassio + | 2312.13784.pdf |
| Cross-network Embeddings Transfer for Traffic Analysis / Gioacchini, Luca; Mellia, Marco; Vassio, Luca; Drago, Idilio; Milan, Giulia; Houidi, Zied Ben; Rossi, Dario. - In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. - ISSN 1932-4537. - ELETTRONICO. - 21:3(2024), pp. 2686-2699. [10.1109/TNSM.2023.3329442] | 1-gen-2024 | Gioacchini, LucaMellia, MarcoVassio, LucaDrago, IdilioMilan, GiuliaRossi, Dario + | Cross-network_Embeddings_Transfer_for_Traffic_Analysis-2.pdf; Cross-Network_Embeddings_Transfer_for_Traffic_Analysis.pdf |
| Detecting Edge and Node Anomalies with Temporal GNNs / Cavallo, Andrea; Gioacchini, Luca; Mellia, Marco; Vassio, Luca. - ELETTRONICO. - (2024), pp. 7-13. ( 3rd GNNet Workshop - Graph Neural Networking Workshop Los Angeles, California (USA) December 9, 2024) [10.1145/3694811.3697818]. | 1-gen-2024 | Gioacchini, LucaMellia, MarcoVassio, Luca + | 3694811.3697818.pdf |
| Dynamic Cluster Analysis to Detect and Track Novelty in Network Telescopes / Huang, Kai; Gioacchini, Luca; Mellia, Marco; Vassio, Luca. - (2024), pp. 287-296. ( 2024 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW) Vienna (AUT) 08-12 July 2024) [10.1109/EuroSPW61312.2024.00037]. | 1-gen-2024 | Huang KaiGioacchini LucaMellia MarcoVassio Luca | 2024_WTMC_evolutionary_darknet_workshop.pdf; Dynamic_Cluster_Analysis_to_Detect_and_Track_Novelty_in_Network_Telescopes.pdf |
| Incremental Federated Host Embeddings for Network Telescopes Traffic Analysis / Huang, Kai; Gioacchini, Luca; Mellia, Marco; Vassio, Luca. - ELETTRONICO. - (2024), pp. 41-46. ( IEEE 44th International Conference on Distributed Computing Systems (ICDCS) Jersey City, NJ (USA) 23-23 July 2024) [10.1109/icdcsw63686.2024.00013]. | 1-gen-2024 | Huang, KaiGioacchini, LucaMellia, MarcoVassio, Luca | Incremental_Federated_Host_Embeddings_for_Network_Telescopes_Traffic_Analysis.pdf; 2024_AIDCS_DarkVec_federated.pdf |
| LogPrécis: Unleashing language models for automated malicious log analysis / Boffa, Matteo; Drago, Idilio; Mellia, Marco; Vassio, Luca; Giordano, Danilo; Valentim, Rodolfo; Houidi, Zied Ben. - 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 |
| TASP: Topic-based abstractive summarization of Facebook text posts / Benedetto, Irene; La Quatra, Moreno; Cagliero, Luca; Vassio, Luca; Trevisan, Martino. - In: EXPERT SYSTEMS WITH APPLICATIONS. - ISSN 0957-4174. - ELETTRONICO. - 225, Part B:(2024). [10.1016/j.eswa.2024.124567] | 1-gen-2024 | Benedetto, IreneLa Quatra, MorenoCagliero, LucaVassio, LucaTrevisan, Martino | 1-s2.0-S0957417424014349-main.pdf |
| 2-hop Neighbor Class Similarity (2NCS): A graph structural metric indicative of graph neural network performance / Cavallo, Andrea; Grohnfeldt, Claas; Russo, Michele; Lovisotto, Giulio; Vassio, Luca. - ELETTRONICO. - (2023). ( 3rd Workshop on Graphs and more Complex structures for Learning and Reasoning (GCLR) at AAAI 2023 Washington DC, USa ). | 1-gen-2023 | Andrea CavalloLuca Vassio + | 2023_2NCS_AAAI_arxiv.pdf |
| Data Driven Scalability and Profitability Analysis in Free Floating Electric Car Sharing Systems / Ciociola, Alessandro; Giordano, Danilo; Vassio, Luca; Mellia, Marco. - 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 |
| Exploring Temporal GNN Embeddings for Darknet Traffic Analysis / Gioacchini, Luca; Cavallo, Andrea; Mellia, Marco; Vassio, Luca. - ELETTRONICO. - (2023), pp. 31-36. ( 2nd GNNet Workshop - Graph Neural Networking Workshop Paris, France 8 December, 2023) [10.1145/3630049.3630175]. | 1-gen-2023 | Gioacchini, LucaMellia, MarcoVassio, Luca + | CoNEXT23_GNNet_Workshop_camera_ready.pdf |
| i-DarkVec: Incremental Embeddings for Darknet Traffic Analysis / Gioacchini, Luca; Vassio, Luca; Mellia, Marco; Drago, Idilio; Ben Houidi, Zied; Rossi, Dario. - In: ACM TRANSACTIONS ON INTERNET TECHNOLOGY. - ISSN 1533-5399. - ELETTRONICO. - 23:3(2023), pp. 1-28. [10.1145/3595378] | 1-gen-2023 | Luca GioacchiniLuca VassioMarco MelliaIdilio Drago + | idarkvec_toit.pdf |