Luca Vassio

All Publications

Galante, Franco; Vassio, Luca; Garetto, Michele; Leonardi, Emilio, Modeling communication asymmetry and content personalization in online social networks Online Social Networks and Media, in: ONLINE SOCIAL NETWORKS AND MEDIA, - Preprint -
Cavallo, Andrea; Grohnfeldt, Claas; Russo, Michele; Lovisotto, Giulio; Vassio, Luca, 2-hop Neighbor Class Similarity (2NCS): A graph structural metric indicative of graph neural network performance, in: 3rd Workshop on Graphs and more Complex structures for Learning and Reasoning (GCLR) at AAAI 2023, 2023
Paoletti, Giordano; Gioacchini, Luca; Mellia, Marco; Vassio, Luca; Almeida, Jussara M., Benchmarking Evolutionary Community Detection Algorithms in Dynamic Networks, in: Workshop on Graphs and more Complex structures for Learning and Reasoning (GCLR) at AAAI 2024, 2023
Gioacchini, Luca; Mellia, Marco; Vassio, Luca; Drago, Idilio; Milan, Giulia; Houidi, Zied Ben; Rossi, Dario, Cross-network Embeddings Transfer for Traffic Analysis, in: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2023
Ciociola, Alessandro; Giordano, Danilo; Vassio, Luca; Mellia, Marco, Data Driven Scalability and Profitability Analysis in Free Floating Electric Car Sharing Systems, 2023
Gioacchini, Luca; Cavallo, Andrea; Mellia, Marco; Vassio, Luca, Exploring Temporal GNN Embeddings for Darknet Traffic Analysis, in: Proceedings of the 2nd on Graph Neural Networking Workshop 2023, 2023
Gioacchini, Luca; Vassio, Luca; Mellia, Marco; Drago, Idilio; Ben Houidi, Zied; Rossi, Dario, i-DarkVec: Incremental Embeddings for Darknet Traffic Analysis, in: ACM TRANSACTIONS ON INTERNET TECHNOLOGY, 2023
Jha, Nikhil; Vassio, Luca; Trevisan, Martino; Leonardi, Emilio; Mellia, Marco, Practical anonymization for data streams: z-anonymity and relation with k-anonymity, in: PERFORMANCE EVALUATION, 2023
Cognigni, Cecilia; De Lorenzis, Federico; Lamberti, Fabrizio; Mellia, Marco; Vallero, Greta; Vassio, Luca; Visconti, Alessandro; Vivarelli, Maurizio, Reading(&)Machine. Un modello prototipale per la promozione della lettura in biblioteca, in: BIBLIOTECHE OGGI TRENDS, 2023
Speciale, A.; Vallero, G.; Vassio, L.; Mellia, M., Recommendation Systems in Libraries: an Application with Heterogeneous Data Sources, 2023
Benedetto, Irene; La Quatra, Moreno; Cagliero, Luca; Vassio, Luca; Trevisan, Martino, Transformer-based Prediction of Emotional Reactions to Online Social Network Posts, in: Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis, 2023
Jha, Nikhil; Trevisan, Martino; Vassio, Luca; Mellia, Marco; Traverso, Stefano; Garcia-Recuero, Alvaro; Laoutaris, Nikolaos; Mehrjoo, Amir; Azcoitia, Santiago Andres; Rumin, Ruben Cuevas; Katevas, Kleomenis; Papadopoulos, Panagiotis; Kourtellis, Nicolas;, A PIMS Development Kit for New Personal Data Platforms, in: IEEE INTERNET COMPUTING, 2022
Pinna, Maurizio; Vassio, Luca; Giordano, Danilo; Mellia, Marco, Demand Model Generation from Traces: Adaptive KDE Data-Driven Optimization, 2022
Caso, Paola; Trevisan, Martino; Vassio, Luca, Disentangling the Information Flood on OSNs: Finding Notable Posts and Topics, in: 2022 IEEE International Conference on Data Mining Workshops (ICDMW), 2022
Vassio, L.; Giordano, D.; Kim, J.; Crowcroft, J., Message from the organizers of WAIN, in: PERFORMANCE EVALUATION REVIEW, 2022
Vassio, Luca; Garetto, Michele; Leonardi, Emilio; Chiasserini, Carla Fabiana, Mining and modelling temporal dynamics of followers’ engagement on online social networks, in: SOCIAL NETWORK ANALYSIS AND MINING, 2022
Gomes Ferreira, Carlos Henrique; Murai, Fabricio; Silva, Ana P. C.; Trevisan, Martino; Vassio, Luca; Drago, Idilio; Mellia, Marco; Almeida, Jussara M., On network backbone extraction for modeling online collective behavior, in: PLOS ONE, 2022
Boffa, M.; Vassio, L.; Mellia, M.; Drago, I.; Milan, G.; Houidi, Z. B.; Rossi, D., On using pretext tasks to learn representations from network logs, in: NativeNi '22: Proceedings of the 1st International Workshop on Native Network Intelligence, 2022
Jha, Nikhil; Trevisan, Martino; Vassio, Luca; Mellia, Marco, The Internet with Privacy Policies: Measuring The Web Upon Consent, in: ACM TRANSACTIONS ON THE WEB, 2022
Boffa, Matteo; Milan, Giulia; Vassio, Luca; Drago, Idilio; Mellia, Marco; Ben Houidi, Zied, Towards NLP-based Processing of Honeypot Logs, in: 2022 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW), 2022
Arditti, Laura; Trevisan, Martino; Vassio, Luca; Lazzari, Alberto De; Danese, Alberto, User Value in Modern Payment Platforms: A Graph Approach, in: 2022 IEEE International Conference on Data Mining Workshops (ICDMW), 2022
Giordano, Danilo; Vassio, Luca; Cagliero, Luca, A multi-faceted characterization of free-floating car sharing service usage, in: TRANSPORTATION RESEARCH. PART C, EMERGING TECHNOLOGIES, 2021
Di Domenico, Andrea; Perna, Gianluca; Trevisan, Martino; Vassio, Luca; Giordano, Danilo, A Network Analysis on Cloud Gaming: Stadia, GeForce Now and PSNow, in: NETWORK, 2021
Tolomei, Leonardo; Fiorini, Stefano; Ciociola, Alessandro; Vassio, Luca; Giordano, Danilo; Mellia, Marco, Benefits of Relocation on E-scooter Sharing – a Data-Informed Approach, in: 2021 IEEE International Intelligent Transportation Systems Conference (ITSC), 2021
Alencar, Victor A.; Rooke, Felipe; Cocca, Michele; Vassio, Luca; Almeida, Jussara; Vieira, Alex Borges, Characterizing client usage patterns and service demand for car-sharing systems, in: INFORMATION SYSTEMS, 2021
Gioacchini, Luca; Vassio, Luca; Mellia, Marco; Drago, Idilio; Houidi, Zied Ben; Rossi, Dario, DarkVec: automatic analysis of darknet traffic with word embeddings, in: CoNEXT '21: Proceedings of the 17th International Conference on emerging Networking EXperiments and Technologies, 2021
Trevisan, Martino; Vassio, Luca; Giordano, Danilo, Debate on online social networks at the time of COVID-19: An Italian case study, in: ONLINE SOCIAL NETWORKS AND MEDIA, 2021
Fassio, Edoardo; Ciociola, Alessandro; Giordano, Danilo; Noussan, Michel; Vassio, Luca; Mellia, Marco, Environmental and Economic Comparison of ICEV and EV in Car Sharing, in: 2021 IEEE International Intelligent Transportation Systems Conference (ITSC) , 2021
Vassio, L.; Zhang, Z. -L.; Giordano, D.; Chandra, A., Message from the organizers of WAIN, in: PERFORMANCE EVALUATION REVIEW, 2021
GOMES FERREIRA, CARLOS HENRIQUE; Murai, Fabricio; Silva, Ana Paula Couto.; Almeida, Jussara M.; Trevisan, Martino; Vassio, Luca; Mellia, Marco; Drago, Idilio, On the dynamics of political discussions on Instagram: A network perspective, in: ONLINE SOCIAL NETWORKS AND MEDIA, 2021
Markudova, Dena; Mishra, Sachit; Cagliero, Luca; Vassio, Luca; Mellia, Marco; Baralis, Elena; Salvatori, Lucia; Loti, Riccardo, Preventive maintenance for heterogeneous industrial vehicles with incomplete usage data, in: COMPUTERS IN INDUSTRY, 2021
Milan, Giulia; Vassio, Luca; Drago, Idilio; Mellia, Marco, RL-IoT: Reinforcement Learning to Interact with IoT Devices, in: Titolo volume non avvalorato, 2021
Vassio, Luca; Garetto, Michele; Chiasserini, Carla Fabiana; Leonardi, Emilio, Temporal Dynamics of Posts and User Engagement of Influencers on Facebook and Instagram, in: Proceedings of the 2021 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2021
Soro, Francesca; Favale, Thomas; Giordano, Danilo; Vassio, Luca; Ben Houidi, Zied; Drago, Idilio, The New Abnormal: Network Anomalies in the AI Era, in: Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning, 2021 , pp. 261 - 288
Bertone, Fabio; Vassio, Luca; Trevisan, Martino, The stock exchange of influencers: a financial approach for studying fanbase variation trends, in: Proceedings of the 2021 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2021
Faroughi, Azadeh; Morichetta, Andrea; Vassio, Luca; Figueiredo, Flavio; Mellia, Marco; Javidan, Reza, Towards website domain name classification using graph based semi-supervised learning, in: COMPUTER NETWORKS, 2021
Morichetta, Andrea; Trevisan, Martino; Vassio, Luca; Krickl, Julia, Understanding web pornography usage from traffic analysis, in: COMPUTER NETWORKS, 2021
Jha, Nikhil; Favale, Thomas; Vassio, Luca; Trevisan, Martino; Mellia, Marco, z-anonymity: Zero-Delay Anonymization for Data Streams, in: Proceedings of the 2020 IEEE International Conference on Big Data (Big Data), 2021
Ciociola, Alessandro; Cocca, Michele; Giordano, Danilo; Vassio, Luca; Mellia, Marco, E-Scooter Sharing: Leveraging Open Data for System Design, in: 2020 IEEE/ACM 24th International Symposium on Distributed Simulation and Real Time Applications (DS-RT), 2020
Ciociola, Alessandro; Markudova, Dena; Vassio, Luca; Giordano, Danilo; Mellia, Marco; Meo, Michela, Impact of Charging Infrastructure and Policies on Electric Car Sharing Systems, in: 2020 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC), 2020
Mishra, S.; Vassio, L.; Cagliero, L.; Mellia, M.; Baralis, E.; Loti, R.; Salvatori, L., Machine learning supported next-maintenance prediction for industrial vehicles, in: CEUR Workshop Proceedings, 2020
Cocca, Michele; Teixeira, Douglas; Vassio, Luca; Mellia, Marco; Almeida, Jussara M.; Couto da Silva, Ana Paula Couto da, On Car-Sharing Usage Prediction with Open Socio-Demographic Data, in: ELECTRONICS, 2020
Barulli, Michelangelo; Ciociola, Alessandro; Cocca, Michele; Vassio, Luca; Giordano, Danilo; Mellia, Marco, On Scalability of Electric Car Sharing in Smart Cities, in: 2020 IEEE International Smart Cities Conference (ISC2), 2020
Gomes Ferreira, Carlos Henrique; Murai, Fabricio; Couto da Silva, Ana Paula; de Almeida, Jussara Marques; Trevisan, Martino; Vassio, Luca; Drago, Idilio; Mellia, Marco, Unveiling Community Dynamics on Instagram Political Network, in: 12th ACM Conference on Web Science, 2020
Vassio, Luca; Garetto, Michele; Chiasserini, Carla Fabiana; Leonardi, Emilio, User Interaction with Online Advertisements: Temporal Modeling and Optimization of Ads Placement, in: ACM TRANSACTIONS ON MODELING AND PERFORMANCE EVALUATION OF COMPUTING SYSTEMS, 2020
Morichetta, Andrea; Trevisan, Martino; Vassio, Luca, Characterizing Web Pornography Consumption from Passive Measurements, in: Lecture Notes in Computer Science, 2019
Vassio, L; Mellia, M, Data Analysis and Modelling of Users’ Behavior on the Web, in: IFIP/IEEE Symposium on Integrated Network and Service Management, 2019
Cocca, Michele; Giordano, Danilo; Mellia, Marco; Vassio, Luca, Free floating electric car sharing design: Data driven optimisation, in: PERVASIVE AND MOBILE COMPUTING, 2019
Cocca, Michele; Giordano, Danilo; Mellia, Marco; Vassio, Luca, Free Floating Electric Car Sharing: A Data Driven Approach for System Design, in: IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2019
Markudova, D.; Baralis, E.; Cagliero, L.; Mellia, M.; Vassio, L.; Amparore, E.; Loti, R.; Salvatori, L., Heterogeneous industrial vehicle usage predictions: A real case, in: CEUR Workshop Proceedings, 2019
Vassio, Luca, Human Behaviour on the Web: Evolution, Interactions and Exploitation, in: International Workshop on Social Media World Sensors, 2019
Zargarian, Golnaz; Vassio, L; Munafo, Maurizio; Mellia, M, Mining Patterns in Mobile Network Logs, in: IFIP/IEEE Symposium on Integrated Network and Service Management, 2019
Trevisan, Martino; Vassio, Luca; Drago, Idilio; Mellia, Marco; MURAI FERREIRA, Fabricio; DINIZ DE FIGUEIREDO, FLAVIO VINICIUS; Couto da Silva, Ana Paula; Almeida, Jussara M., Towards Understanding Political Interactions on Instagram, in: Proceedings of the 30th ACM Conference on Hypertext and Social Media, 2019
Vassio, L.; Zhang, Z. -L.; Lee, S. -J., Workshop WAIN: Welcome message, in: PERFORMANCE EVALUATION REVIEW, 2019
Vassio, Luca, Data Analysis and Modelling of Users’ Behaviour on the Web, 2018-03-15
Cocca, Michele; Giordano, Danilo; Mellia, Marco; Vassio, Luca, Data Driven Optimization of Charging Station Placement for EV Free Floating Car Sharing, in: 21st International Conference on Intelligent Transportation Systems (ITSC), 2018
Cocca, Michele; Giordano, Danilo; Mellia, Marco; Vassio, Luca, Free Floating Electric Car Sharing in Smart Cities: Data Driven System Dimensioning, in: 2018 IEEE International Conference on Smart Computing (SMARTCOMP), 2018
Vassio, Luca; Drago, Idilio; Mellia, Marco; Ben Houidi, Zied; Lamali, Mohamed Lamine, You, the Web, and Your Device: Longitudinal Characterization of Browsing Habits, in: ACM TRANSACTIONS ON THE WEB, 2018
Vassio, Luca; Mellia, Marco; Figueiredo, Flavio; Couto da Silva, Ana Paula; Almeida, Jussara M., Mining and modeling web trajectories from passive traces, in: 2017 IEEE International Conference on Big Data (BIGDATA), 2017
Vassio, Luca; Giordano, Danilo; Trevisan, Martino; Mellia, Marco; Couto da Silva, Ana Paula, Users’ Fingerprinting Techniques from TCP Traffic, in: Proceedings of the Workshop on Big Data Analytics and Machine Learning for Data Communication Networks, 2017
Ampellio, Enrico; Vassio, Luca, A hybrid ABC for expensive optimizations: CEC 2016 competition benchmark, in: 2016 IEEE Congress on Evolutionary Computation (CEC), 2016
Ampellio, Enrico; Vassio, Luca, A hybrid swarm-based algorithm for single-objective optimization problems involving high-cost analyses, in: SWARM INTELLIGENCE, 2016
Vassio, Luca; Drago, Idilio; Mellia, Marco, Detecting user actions from HTTP traces: Toward an automatic approach, in: Wireless Communications and Mobile Computing Conference (IWCMC), 2016 International, 2016
Vassio, Luca; Metwalley, Hassan; Giordano, Danilo, The Exploitation of Web Navigation Data: Ethical Issues and Alternative Scenarios, in: Blurring the Boundaries Through Digital Innovation: Individual, Organizational, and Societal Challenges, 2016 , pp. 119 - 129
Ampellio, Enrico; Bertini, Francesco; Ferrero, Andrea; Larocca, Francesco; Vassio, Luca, Turbomachinery design by a swarm-based optimization method coupled with a CFD solver, in: ADVANCES IN AIRCRAFT AND SPACECRAFT SCIENCE, 2016
Vassio, Luca; Fagnani, Fabio; Frasca, Paolo; Ozdaglar, Asuman, A message passing algorithm for the evaluation of social influence, in: 2014 European Control Conference, ECC 2014, 2014
Vassio, Luca; Fagnani, Fabio; Frasca, Paolo; Ozdaglar, A., Message Passing Optimization of Harmonic Influence Centrality, in: IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS, 2014
Francesco, Bertini; Lorenzo, Dal Mas; Vassio, Luca; Ampellio, Enrico, Multidiscipinary Optimization For Gas Turbines Design, in: Italian Association of Aeronautics and Astronautics XXII Conference, 2014