MARCO MELLIA

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Full Professor

Coordinator of Interdepartmental Center (SmartData@PoliTO - Big Data and Data Science Laboratory)
Componente Commissione Strategie per le Tecnologie dell'Informazione
Member of Interdepartmental Center (SmartData@PoliTO - Big Data and Data Science Laboratory)

+39 0110903901 / 3901 (DET)

+39 0110904173 / 4173 (DET)

Personal web site

Most recent publications

Giordano, Danilo; Giobergia, Flavio; Pastor, Eliana; La Macchia, Antonio; Cerquitelli, ... (2022)
Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case. In: COMPUTERS IN INDUSTRY, vol. 134. ISSN 0166-3615
Mellia, Marco; Zincir-Heywood, Nur; Diao, Yixin (2021)
Overview of Network and Service Management. In: Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning / Zincir-Heywood N., Mellia M., Diao Y.,, New York City, Wiley, pp. 3-27. ISBN: 9781119675501 Download fulltext
Fassio, Edoardo; Ciociola, Alessandro; Giordano, Danilo; Noussan, Michel; Vassio, Luca; ... (2021)
Environmental and Economic Comparison of ICEV and EV in Car Sharing. In: 2021 IEEE International Intelligent Transportation Systems Conference (ITSC) ​, pp. 1621-1626. ISBN: 978-1-7281-9142-3 Download fulltext
Tolomei, Leonardo; Fiorini, Stefano; Ciociola, Alessandro; Vassio, Luca; Giordano, ... (2021)
Benefits of Relocation on E-scooter Sharing - a Data-Informed Approach. In: 2021 IEEE International Intelligent Transportation Systems Conference (ITSC), pp. 3170-3175. ISBN: 978-1-7281-9142-3 Download fulltext
Zincir-Heywood, N.; Mellia, M.; Diao, Y. (2021)
Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning. New York City, Wiley, P. 361. ISBN: 9781119675501 Download fulltext
Zincir-Heywood, Nur; Mellia, Marco; Diao, Yixin (2021)
Overview of Artificial Intelligence and Machine Learning. In: Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning / Zincir-Heywood N., Mellia M. , Diao Y,, New York City, Wiley, pp. 29-51. ISBN: 9781119675501
Milan, Giulia; Vassio, Luca; Drago, Idilio; Mellia, Marco (2021)
RL-IoT: Reinforcement Learning to Interact with IoT Devices. In: 2021 IEEE International Conference on Omni-Layer Intelligent Systems (COINS), pp. 1-6. ISBN: 978-1-6654-3156-9 Download fulltext
Rescio, Tommaso; Favale, Thomas; Soro, Francesca; Mellia, Marco; Drago, Idilio (2021)
DPI Solutions in Practice: Benchmark and Comparison. In: 6th International Workshop on Traffic Measurements for Cybersecurity (WTMC 2021), pp. 37-42 Download fulltext
Gomes Ferreira, Carlos Henrique; Murai, Fabricio; Silva, Ana Paula Couto.; Almeida, ... (2021)
On the dynamics of political discussions on Instagram: A network perspective. In: ONLINE SOCIAL NETWORKS AND MEDIA, vol. 25. ISSN 2468-6964
Lutu, Andra; Trevisan, Martino; Safari Khatouni, Ali; Mandalari, Anna Maria; Custura, ... (2021)
Measuring Roaming in Europe: Infrastructure and Implications on Users QoE. In: IEEE TRANSACTIONS ON MOBILE COMPUTING, pp. 1-15. ISSN 1536-1233 Download fulltext
Giordano, Danilo; Mellia, Marco; Cerquitelli, Tania (2021)
K-MDTSC: K-Multi-Dimensional Time-Series Clustering Algorithm. In: ELECTRONICS, vol. 10. ISSN 2079-9292 Download fulltext
Giordano, Danilo; Pastor, Eliana; Giobergia, Flavio; Cerquitelli, Tania; Baralis, Elena; ... (2021)
Dissecting a Data-driven Prognostic Pipeline: A Powertrain use case. In: EXPERT SYSTEMS WITH APPLICATIONS. ISSN 0957-4174 Download fulltext
Markudova, Dena; Mishra, Sachit; Cagliero, Luca; Vassio, Luca; Mellia, Marco; Baralis, ... (2021)
Preventive maintenance for heterogeneous industrial vehicles with incomplete usage data. In: COMPUTERS IN INDUSTRY, vol. 130. ISSN 0166-3615 Download fulltext
Jha, Nikhil; Favale, Thomas; Vassio, Luca; Trevisan, Martino; Mellia, Marco (2021)
z-anonymity: Zero-Delay Anonymization for Data Streams. In: 2020 IEEE International Conference on Big Data (Big Data), Atlanta, GA, USA, 10-13 Dec. 2020, pp. 3996-4005. ISBN: 978-1-7281-6251-5 Download fulltext
Faroughi, Azadeh; Morichetta, Andrea; Vassio, Luca; Figueiredo, Flavio; Mellia, Marco; ... (2021)
Towards website domain name classification using graph based semi-supervised learning. In: COMPUTER NETWORKS, vol. 188. ISSN 1389-1286
Gioacchini, Luca; Vassio, Luca; Mellia, Marco; Drago, Idilio; Houidi, Zied Ben; Rossi, ... (2021)
DarkVec: automatic analysis of darknet traffic with word embeddings. In: CoNEXT '21: 17th International Conference on emerging Networking EXperiments and Technologies, Virtual Event Germany, December 7 - 10, 2021, pp. 76-89. ISBN: 9781450390989 Download fulltext
Valentim, Rodolfo; Drago, Idilio; Trevisan, Martino; Cerutti, Federico; Mellia, Marco (2021)
Augmenting phishing squatting detection with GANs. In: ACM CoNEXT 2021 - International Conference on emerging Networking EXperiments and Technologies, Virtual Event Germany, 7 December 2021, pp. 3-4. ISBN: 9781450391337 Download fulltext
Favale, Thomas; Trevisan, Martino; Drago, Idilio; Mellia, Marco (2021)
α-MON: Traffic Anonymizer for Passive Monitoring. In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, pp. 1-14. ISSN 1932-4537 Download fulltext
Cerquitelli, T.; Corso, E. D.; Proto, S.; Bethaz, P.; Mazzarelli, D.; Capozzoli, A.; ... (2020)
A data-driven energy platform: from energy performance certificates to human-readable knowledge through dynamic high-resolution geospatial maps. In: ELECTRONICS, vol. 9, pp. 1-26. ISSN 2079-9292 Download fulltext
Favale, Thomas; Trevisan, Martino; Drago, Idilio; Mellia, Marco (2020)
α-MON: Anonymized Passive Traffic Monitoring. In: 2020 32nd International Teletraffic Congress (ITC 32), Osaka, Japan, 22-24 Sept. 2020, pp. 10-18. ISBN: 978-3-948377-02-1 Download fulltext
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