Dottorato in Ingegneria Elettrica, Elettronica E Delle Comunicazioni , 30o ciclo (2014-2017)
Dottorato concluso nel 2018
Tesi:
Data Analysis and Modelling of Users' Behaviour on the Web
Tutori:
Marco MelliaProfilo
Biografia
Assistant professor at Politecnico di Torino after obtaining a PhD in Electronics and Communication Engineering, “cum laude” and an MSc in Mathematical Engineering. In the last years, he was hosted and worked for Bell Labs, MIT, UFMG, EPFL, UFMG, and GE Aviation. He is interested in many fields of data science, from big data analytics problems to the usage of statistical, machine learning and data mining approaches. He is an expert in creating analytical and data-driven models of real phenomena and optimizing performances in different scenarios. His current work is focused on studying the behaviour of the people, with a focus on (i) internet measurements, (ii) social networks, (iii) urban mobility. His research interests include: - Data-driven and analytical modelling of human behaviour - Internet traffic data analysis - Cybersecurity and privacy - Online social networks - Mobility and transportation - Machine learning and data mining for big data analytics Highlights: - 60+ peer-reviewed international publications - 50+ supervised students - Teaching in 8 graduate courses - Chair in 4 Workshops, and TPC in 10+ conferences - Increasing citation rate, with first published paper in 2014 You can find more about me at: https://smartdata.polito.it/members/luca-vassio/ https://www.telematica.polito.it/member/luca-vassio/
Settore scientifico discliplinare
(Area 0009 - Ingegneria industriale e dell'informazione)
Didattica
Collegi dei Corsi di Studio
Ricerca
Ambiti di ricerca
Gruppi di ricerca
Progetti di ricerca
Progetti finanziati da contratti commerciali
- AISN – AI Secured Networks , (2024-2025) - Responsabile Scientifico
Ricerca Commerciale - Modelli statistici, Data Analytics e Machine Learning , (2023-2024) - Responsabile Scientifico
Ricerca Commerciale - Contratto di ricerca tra il Politecnico (DAUIN) e ANTI FINANCIAL CRIME DIGITAL HUB S.c.a.r.l. per la realizzazione del Progetto di Ricerca “Linee guida per lo sviluppo/test di Modelli di ML con dati anonimizzati e rilascio in produzione con dati in c , (periodo sconosciuto) - Responsabile Scientifico
Ricerca Commerciale - Modelli statistici, Data Analytics e Machine Learning , (2022-2023) - Responsabile Scientifico
Ricerca Commerciale - AI-Assisted Network Security , (2022-2023) - Responsabile Scientifico
Ricerca Commerciale - “Modelli statistici, data analytics e machine learning (year 2020)”, “Fog computing e opportunistic networking (year 2020)” e “Design e implementazione di funzionalità firmware avanzate (year 2020)” , (2020-2021) - Responsabile Scientifico
Ricerca Commerciale
Dottorandi
- Giordano Paoletti. Corso in Ingegneria Informatica E Dei Sistemi (ciclo 39, 2023-in corso)
Argomento della ricerca: Analisi degli Online Social Network: Implicazioni per la Cybersecurity e la Disinformazione
Cybersecurity Data science, Computer vision and AI Cybersecurity Data science, Computer vision and AI
Pubblicazioni
Pubblicazioni degli ultimi anni
Coautori PoliTO
Pubblicazioni per tipo
Pubblicazioni durante il dottorato Vedi tutte le pubblicazioni su Porto@Iris
- Cocca, Michele; Giordano, Danilo; Mellia, Marco; Vassio, Luca (2018)
Data Driven Optimization of Charging Station Placement for EV Free Floating Car Sharing. In: International Conference on Intelligent Transportation Systems (ITSC), Maui, HI, USA, 4-7 Nov. 2018, pp. 2490-2495. ISBN: 978-1-7281-0321-1
Contributo in Atti di Convegno (Proceeding) - Cocca, Michele; Giordano, Danilo; Mellia, Marco; Vassio, Luca (2018)
Free Floating Electric Car Sharing in Smart Cities: Data Driven System Dimensioning. In: 2018 IEEE International Conference on Smart Computing (SMARTCOMP), Taormina(Italy), 18-20 June 2018, pp. 171-178. ISBN: 978-1-5386-4705-9
Contributo in Atti di Convegno (Proceeding) - Vassio, Luca; Drago, Idilio; Mellia, Marco; Ben Houidi, Zied; Lamali, Mohamed Lamine (2018)
You, the Web, and Your Device: Longitudinal Characterization of Browsing Habits. In: ACM TRANSACTIONS ON THE WEB, vol. 12, pp. 1-30. ISSN 1559-1131
Contributo su Rivista - Vassio, Luca; Mellia, Marco; Figueiredo, Flavio; Couto da Silva, Ana Paula; Almeida, ... (2017)
Mining and modeling web trajectories from passive traces. In: 2017 IEEE International Conference on Big Data (BIGDATA), Boston (USA), 11-14 Dicembre 201, pp. 4016-4021. ISBN: 978-1-5386-2715-0
Contributo in Atti di Convegno (Proceeding) - Vassio, Luca; Giordano, Danilo; Trevisan, Martino; Mellia, Marco; Couto da Silva, Ana ... (2017)
Users’ Fingerprinting Techniques from TCP Traffic. In: ACM SIGCOMM Workshop on Big Data Analytics and Machine Learning for Data Communication Networks, Los Angeles, California, USA, August 21 - 25, 2017
Contributo in Atti di Convegno (Proceeding) - Vassio, Luca; Metwalley, Hassan; Giordano, Danilo (2016)
The Exploitation of Web Navigation Data: Ethical Issues and Alternative Scenarios. In: Blurring the Boundaries Through Digital Innovation: Individual, Organizational, and Societal Challenges / S.N., S.L., Springer International Publishing, pp. 119-129. ISBN: 978-3-319-38974-5
Contributo in Volume - Ampellio, Enrico; Vassio, Luca (2016)
A hybrid swarm-based algorithm for single-objective optimization problems involving high-cost analyses. In: SWARM INTELLIGENCE, vol. 10, pp. 99-121. ISSN 1935-3812
Contributo su Rivista - Vassio, Luca; Drago, Idilio; Mellia, Marco (2016)
Detecting user actions from HTTP traces: Toward an automatic approach. In: 7th International Workshop on TRaffic Analysis and Characterization, Paphos, Cyprus, September 2016, pp. 50-55. ISBN: 978-1-5090-0304-4
Contributo in Atti di Convegno (Proceeding) - Ampellio, Enrico; Bertini, Francesco; Ferrero, Andrea; Larocca, Francesco; Vassio, Luca (2016)
Turbomachinery design by a swarm-based optimization method coupled with a CFD solver. In: ADVANCES IN AIRCRAFT AND SPACECRAFT SCIENCE, vol. 3, pp. 149-170. ISSN 2287-528X
Contributo su Rivista