Luca Vassio

99 papers A* 1A 2B 9C 1Journal 56Unranked 30
YearRankTypeTitle / Venue / Authors
2026 J jnl
Improving Generalization on Cybersecurity Tasks with Multi-Modal Contrastive Learning.
CoRR
Jianan Huang, Rodolfo V. Valentim, Luca Vassio, Matteo Boffa, Marco Mellia, Idilio Drago, Dario Rossi
2026 J jnl
On Cost-Effectiveness of Language Models for Time Series Anomaly Detection.
Inf.
Ali Yassine, Luca Cagliero, Luca Vassio
2026 — conf
Transformer-based Analysis of Vehicle CAN Bus Data for Predictive Maintenance: A Real Case Study.
EDBT/ICDT Workshops
Ali Yassine, Fabio Zorzan, Lucia Salvatori, Luca Vassio, Luca Cagliero
2025 J jnl
Analyzing BEV Suitability and Charging Strategies Using Italian Driving Data.
CoRR
Homa Jamalof, Luca Vassio, Danilo Giordano, Marco Mellia, Claudio De Tommasi
2025 J jnl
CoDÆN: Benchmarks and Comparison of Evolutionary Community Detection Algorithms for Dynamic Networks.
ACM Trans. Web
Giordano Paoletti, Luca Gioacchini, Marco Mellia, Luca Vassio, Jussara M. Almeida
2025 — conf
Contagious Rhythms: A Wave-Based Epidemic Approach for Music Virality on Social Platforms.
ASONAM (1)
Gabriel P. Oliveira, Luca Vassio, Ana Paula Couto da Silva, Mirella M. Moro
2025 J jnl
Dominance or Fair Play in Social Networks? A Model of Influencer Popularity Dynamic.
CoRR
Franco Galante, Chiara Ravazzi, Luca Vassio, Michele Garetto, Emilio Leonardi
2025 — conf
Dominance or Fair Play in Social Networks? A Model of Influencer Popularity Dynamics.
ASONAM (2)
Franco Galante, Chiara Ravazzi, Luca Vassio, Michele Garetto, Emilio Leonardi
2025 A conf
Join the Chat: How Curiosity Sparks Participation in Telegram Groups.
ICWSM
Giordano Paoletti, Jussara M. Almeida, Luca Vassio, Marcos André Gonçalves, Marco Mellia
2025 J jnl
Join the Chat: How Curiosity Sparks Participation in Telegram Groups.
CoRR
Giordano Paoletti, Jussara M. Almeida, Luca Vassio, Marcos André Gonçalves, Marco Mellia
2025 J jnl
Protecting participants or population? Comparison of k-anonymous Origin-Destination matrices.
CoRR
Pietro Armenante, Kai Huang, Nikhil Jha, Luca Vassio
2025 — conf
Semi-supervised Community Detection in Dynamic Graphs.
EDBT/ICDT Workshops
Matteo Bianco, Luca Cagliero, Luca Vassio
2025 A* conf
The Sweet Danger of Sugar: Debunking Representation Learning for Encrypted Traffic Classification.
SIGCOMM
Yuqi Zhao, Giovanni Dettori, Matteo Boffa, Luca Vassio, Marco Mellia
2025 J jnl
The Sweet Danger of Sugar: Debunking Representation Learning for Encrypted Traffic Classification.
CoRR
Yuqi Zhao, Giovanni Dettori, Matteo Boffa, Luca Vassio, Marco Mellia
2025 — conf
Topic-wise Exploration of the Telegram Group-verse.
WWW (Companion Volume)
Alessandro Perlo, Giordano Paoletti, Nikhil Jha, Luca Vassio, Jussara M. Almeida, Marco Mellia
2025 J jnl
Tracing the 2024 U.S. election debate on Telegram with LLMs and graph analysis.
Soc. Netw. Anal. Min.
Giordano Paoletti, Carlos H. G. Ferreira, Luca Vassio, Leonardo Rocha, Jussara M. Almeida
2024 J jnl
A Topic-wise Exploration of the Telegram Group-verse.
CoRR
Alessandro Perlo, Giordano Paoletti, Nikhil Jha, Luca Vassio, Jussara M. Almeida, Marco Mellia
2024 J jnl
Cross-Network Embeddings Transfer for Traffic Analysis.
IEEE Trans. Netw. Serv. Manag.
Luca Gioacchini, Marco Mellia, Luca Vassio, Idilio Drago, Giulia Milan, Zied Ben-Houidi, Dario Rossi
2024 — conf
Detecting Edge and Node Anomalies with Temporal GNNs.
GNNet@CoNEXT
Andrea Cavallo, Luca Gioacchini, Luca Vassio, Marco Mellia
2024 — conf
Dynamic Cluster Analysis to Detect and Track Novelty in Network Telescopes.
EuroS&P Workshops
Kai Huang, Luca Gioacchini, Marco Mellia, Luca Vassio
2024 J jnl
Dynamic Cluster Analysis to Detect and Track Novelty in Network Telescopes.
CoRR
Kai Huang, Luca Gioacchini, Marco Mellia, Luca Vassio
2024 — conf
Incremental Federated Host Embeddings for Network Telescopes Traffic Analysis.
ICDCSW
Kai Huang, Luca Gioacchini, Marco Mellia, Luca Vassio
2024 J jnl
LogPrécis: Unleashing language models for automated malicious log analysis.
Comput. Secur.
Matteo Boffa, Idilio Drago, Marco Mellia, Luca Vassio, Danilo Giordano, Rodolfo V. Valentim, Zied Ben-Houidi
2024 J jnl
TASP: Topic-based abstractive summarization of Facebook text posts.
Expert Syst. Appl.
Irene Benedetto, Moreno La Quatra, Luca Cagliero, Luca Vassio, Martino Trevisan
2023 J jnl
Benchmarking Evolutionary Community Detection Algorithms in Dynamic Networks.
CoRR
Giordano Paoletti, Luca Gioacchini, Marco Mellia, Luca Vassio, Jussara M. Almeida
2023 J jnl
Data driven scalability and profitability analysis in free floating electric car sharing systems.
Inf. Sci.
Alessandro Ciociola, Danilo Giordano, Luca Vassio, Marco Mellia
2023 — conf
Exploring Temporal GNN Embeddings for Darknet Traffic Analysis.
GNNet@CoNEXT
Luca Gioacchini, Andrea Cavallo, Marco Mellia, Luca Vassio
2023 B conf
GCNH: A Simple Method For Representation Learning On Heterophilous Graphs.
IJCNN
Andrea Cavallo, Claas Grohnfeldt, Michele Russo, Giulio Lovisotto, Luca Vassio
2023 J jnl
GCNH: A Simple Method For Representation Learning On Heterophilous Graphs.
CoRR
Andrea Cavallo, Claas Grohnfeldt, Michele Russo, Giulio Lovisotto, Luca Vassio
2023 J jnl
LogPrécis: Unleashing Language Models for Automated Shell Log Analysis.
CoRR
Matteo Boffa, Rodolfo Vieira Valentim, Luca Vassio, Danilo Giordano, Idilio Drago, Marco Mellia, Zied Ben-Houidi
2023 J jnl
Modeling communication asymmetry and algorithmic personalization in online social networks.
CoRR
Franco Galante, Luca Vassio, Michele Garetto, Emilio Leonardi
2023 J jnl
Modeling communication asymmetry and content personalization in online social networks.
Online Soc. Networks Media
Franco Galante, Luca Vassio, Michele Garetto, Emilio Leonardi
2023 J jnl
Practical anonymization for data streams: z-anonymity and relation with k-anonymity.
Perform. Evaluation
Nikhil Jha, Luca Vassio, Martino Trevisan, Emilio Leonardi, Marco Mellia
2023 — conf
Recommendation Systems in Libraries: an Application with Heterogeneous Data Sources.
EDBT/ICDT Workshops
Alessandro Speciale, Greta Vallero, Luca Vassio, Marco Mellia
2023 J jnl
Recommendation Systems in Libraries: an Application with Heterogeneous Data Sources.
CoRR
Alessandro Speciale, Greta Vallero, Luca Vassio, Marco Mellia
2023 — conf
Transformer-based Prediction of Emotional Reactions to Online Social Network Posts.
WASSA@ACL
Irene Benedetto, Moreno La Quatra, Luca Cagliero, Luca Vassio, Martino Trevisan
2023 J jnl
i-DarkVec: Incremental Embeddings for Darknet Traffic Analysis.
ACM Trans. Internet Techn.
Luca Gioacchini, Luca Vassio, Marco Mellia, Idilio Drago, Zied Ben-Houidi, Dario Rossi
2022 J jnl
2-hop Neighbor Class Similarity (2NCS): A graph structural metric indicative of graph neural network performance.
CoRR
Andrea Cavallo, Claas Grohnfeldt, Michele Russo, Giulio Lovisotto, Luca Vassio
2022 J jnl
A PIMS Development Kit for New Personal Data Platforms.
IEEE Internet Comput.
Nikhil Jha, Martino Trevisan, Luca Vassio, Marco Mellia, Stefano Traverso, Álvaro García-Recuero, Nikolaos Laoutaris, Amir Mehrjoo, Santiago Andrés Azcoitia, Rubén Cuevas Rumín, Kleomenis Katevas, Panagiotis Papadopoulos, Nicolas Kourtellis, Roberto Gonzalez, Xavi Olivares, George-Marios Kalatzantonakis-Jullien
2022 — conf
Disentangling the Information Flood on OSNs: Finding Notable Posts and Topics.
ICDM (Workshops)
Paola Caso, Martino Trevisan, Luca Vassio
2022 J jnl
Message from the Chairs of the WAIN workshop 2021.
SIGMETRICS Perform. Evaluation Rev.
Luca Vassio, Danilo Giordano, Jinoh Kim, Jon Crowcroft
2022 J jnl
Mining and modelling temporal dynamics of followers' engagement on online social networks.
Soc. Netw. Anal. Min.
Luca Vassio, Michele Garetto, Emilio Leonardi, Carla-Fabiana Chiasserini
2022 — conf
On using pretext tasks to learn representations from network logs.
NativeNI@CoNEXT
Matteo Boffa, Luca Vassio, Marco Mellia, Idilio Drago, Giulia Milan, Zied Ben-Houidi, Dario Rossi
2022 J jnl
The Internet with Privacy Policies: Measuring The Web Upon Consent.
ACM Trans. Web
Nikhil Jha, Martino Trevisan, Luca Vassio, Marco Mellia
2022 — conf
Towards NLP-based Processing of Honeypot Logs.
EuroS&P Workshops
Matteo Boffa, Giulia Milan, Luca Vassio, Idilio Drago, Marco Mellia, Zied Ben-Houidi
2022 — conf
User Value in Modern Payment Platforms: A Graph Approach.
ICDM (Workshops)
Laura Arditti, Martino Trevisan, Luca Vassio, Alberto De Lazzari, Alberto Danese
2022 J jnl
User Value in Modern Payment Platforms: A Graph Approach.
CoRR
Laura Arditti, Martino Trevisan, Luca Vassio, Alberto De Lazzari, Alberto Danese
2021 J jnl
A Network Analysis on Cloud Gaming: Stadia, GeForce Now and PSNow.
Network
Andrea Di Domenico, Gianluca Perna, Martino Trevisan, Luca Vassio, Danilo Giordano
2021 — conf
Benefits of Relocation on E-scooter Sharing - a Data-Informed Approach.
ITSC
Leonardo Tolomei, Stefano Fiorini, Alessandro Ciociola, Luca Vassio, Danilo Giordano, Marco Mellia
2021 J jnl
Characterizing client usage patterns and service demand for car-sharing systems.
Inf. Syst.
Victor Aquiles Alencar, Felipe Rooke, Michele Cocca, Luca Vassio, Jussara Marques de Almeida, Alex Borges Vieira
2021 A conf
DarkVec: automatic analysis of darknet traffic with word embeddings.
CoNEXT
Luca Gioacchini, Luca Vassio, Marco Mellia, Idilio Drago, Zied Ben-Houidi, Dario Rossi
2021 J jnl
Debate on Online Social Networks at the Time of COVID-19: An Italian Case Study.
CoRR
Martino Trevisan, Luca Vassio, Danilo Giordano
2021 J jnl
Debate on online social networks at the time of COVID-19: An Italian case study.
Online Soc. Networks Media
Martino Trevisan, Luca Vassio, Danilo Giordano
2021 — conf
Environmental and Economic Comparison of ICEV and EV in Car Sharing.
ITSC
Edoardo Fassio, Alessandro Ciociola, Danilo Giordano, Michel Noussan, Luca Vassio, Marco Mellia
2021 J jnl
Message from the organizers of WAIN.
SIGMETRICS Perform. Evaluation Rev.
Luca Vassio, Zhi-Li Zhang, Danilo Giordano, Abhishek Chandra
2021 J jnl
On the Dynamics of Political Discussions on Instagram: A Network Perspective.
CoRR
Carlos H. G. Ferreira, Fabricio Murai, Ana P. C. Silva, Jussara M. Almeida, Martino Trevisan, Luca Vassio, Marco Mellia, Idilio Drago
2021 J jnl
On the dynamics of political discussions on Instagram: A network perspective.
Online Soc. Networks Media
Carlos H. G. Ferreira, Fabricio Murai, Ana P. C. Silva, Jussara M. Almeida, Martino Trevisan, Luca Vassio, Marco Mellia, Idilio Drago
2021 J jnl
Preventive maintenance for heterogeneous industrial vehicles with incomplete usage data.
Comput. Ind.
Dena Markudova, Sachit Mishra, Luca Cagliero, Luca Vassio, Marco Mellia, Elena Baralis, Lucia Salvatori, Riccardo Loti
2021 — conf
RL-IoT: Reinforcement Learning to Interact with IoT Devices.
COINS
Giulia Milan, Luca Vassio, Idilio Drago, Marco Mellia
2021 J jnl
RL-IoT: Reinforcement Learning to Interact with IoT Devices.
CoRR
Giulia Milan, Luca Vassio, Idilio Drago, Marco Mellia
2021 B conf
Temporal dynamics of posts and user engagement of influencers on Facebook and Instagram.
ASONAM
Luca Vassio, Michele Garetto, Carla-Fabiana Chiasserini, Emilio Leonardi
2021 J jnl
The Internet with Privacy Policies: Measuring The Web Upon Consent.
CoRR
Nikhil Jha, Martino Trevisan, Luca Vassio, Marco Mellia
2021 B conf
The stock exchange of influencers: a financial approach for studying fanbase variation trends.
ASONAM
Fabio Bertone, Luca Vassio, Martino Trevisan
2021 J jnl
Towards website domain name classification using graph based semi-supervised learning.
Comput. Networks
Azadeh Faroughi, Andrea Morichetta, Luca Vassio, Flavio Figueiredo, Marco Mellia, Reza Javidan
2021 J jnl
Understanding web pornography usage from traffic analysis.
Comput. Networks
Andrea Morichetta, Martino Trevisan, Luca Vassio, Julia Krickl
2021 J jnl
z-anonymity: Zero-Delay Anonymization for Data Streams.
CoRR
Nikhil Jha, Thomas Favale, Luca Vassio, Martino Trevisan, Marco Mellia
2020 J jnl
A network analysis on cloud gaming: Stadia, GeForce Now and PSNow.
CoRR
Andrea Di Domenico, Gianluca Perna, Martino Trevisan, Luca Vassio, Danilo Giordano
2020 C conf
E-Scooter Sharing: Leveraging Open Data for System Design.
DS-RT
Alessandro Ciociola, Michele Cocca, Danilo Giordano, Luca Vassio, Marco Mellia
2020 — conf
Impact of Charging Infrastructure and Policies on Electric Car Sharing Systems.
ITSC
Alessandro Ciociola, Dena Markudova, Luca Vassio, Danilo Giordano, Marco Mellia, Michela Meo
2020 — conf
Machine Learning Supported Next-Maintenance Prediction for Industrial Vehicles.
EDBT/ICDT Workshops
Sachit Mishra, Luca Vassio, Luca Cagliero, Marco Mellia, Elena Baralis, Riccardo Loti, Lucia Salvatori
2020 — conf
On Scalability of Electric Car Sharing in Smart Cities.
ISC2
Michelangelo Barulli, Alessandro Ciociola, Michele Cocca, Luca Vassio, Danilo Giordano, Marco Mellia
2020 — conf
Unveiling Community Dynamics on Instagram Political Network.
WebSci
Carlos Henrique Gomes Ferreira, Fabricio Murai, Ana Paula Couto da Silva, Jussara Marques de Almeida, Martino Trevisan, Luca Vassio, Idilio Drago, Marco Mellia
2020 J jnl
User Interaction with Online Advertisements: Temporal Modeling and Optimization of Ads Placement.
ACM Trans. Model. Perform. Evaluation Comput. Syst.
Luca Vassio, Michele Garetto, Carla-Fabiana Chiasserini, Emilio Leonardi
2020 — conf
z-anonymity: Zero-Delay Anonymization for Data Streams.
IEEE BigData
Nikhil Jha, Thomas Favale, Luca Vassio, Martino Trevisan, Marco Mellia
2019 B conf
Characterizing Web Pornography Consumption from Passive Measurements.
PAM
Andrea Morichetta, Martino Trevisan, Luca Vassio
2019 J jnl
Characterizing web pornography consumption from passive measurements.
CoRR
Andrea Morichetta, Martino Trevisan, Luca Vassio
2019 B conf
Data Analysis and Modelling of Users' Behavior on the Web.
IM
Luca Vassio, Marco Mellia
2019 J jnl
Free Floating Electric Car Sharing: A Data Driven Approach for System Design.
IEEE Trans. Intell. Transp. Syst.
Michele Cocca, Danilo Giordano, Marco Mellia, Luca Vassio
2019 J jnl
Free floating electric car sharing design: Data driven optimisation.
Pervasive Mob. Comput.
Michele Cocca, Danilo Giordano, Marco Mellia, Luca Vassio
2019 — conf
Heterogeneous Industrial Vehicle Usage Predictions: A Real Case.
EDBT/ICDT Workshops
Dena Markudova, Elena Baralis, Luca Cagliero, Marco Mellia, Luca Vassio, Elvio Gilberto Amparore, Riccardo Loti, Lucia Salvatori
2019 — conf
Human Behaviour on the Web: Evolution, Interactions and Exploitation.
SIdEWayS@HT
Luca Vassio
2019 B conf
Mining Patterns in Mobile Network Logs.
IM
Golnazsadat Zargarian, Luca Vassio, Maurizio M. Munafò, Marco Mellia
2019 — conf
Towards Understanding Political Interactions on Instagram.
HT
Martino Trevisan, Luca Vassio, Idilio Drago, Marco Mellia, Fabricio Murai, Flavio Figueiredo, Ana Paula Couto da Silva, Jussara M. Almeida
2019 J jnl
Towards Understanding Political Interactions on Instagram.
CoRR
Martino Trevisan, Luca Vassio, Idilio Drago, Marco Mellia, Fabricio Murai, Flavio Figueiredo, Ana Paula Couto da Silva, Jussara M. Almeida
2018 — conf
Data Driven Optimization of Charging Station Placement for EV Free Floating Car Sharing.
ITSC
Michele Cocca, Danilo Giordano, Marco Mellia, Luca Vassio
2018 B conf
Free Floating Electric Car Sharing in Smart Cities: Data Driven System Dimensioning.
SMARTCOMP
Michele Cocca, Danilo Giordano, Marco Mellia, Luca Vassio
2018 J jnl
You, the Web and Your Device: Longitudinal Characterization of Browsing Habits.
CoRR
Luca Vassio, Idilio Drago, Marco Mellia, Zied Ben-Houidi, Mohamed Lamine Lamali
2018 J jnl
You, the Web, and Your Device: Longitudinal Characterization of Browsing Habits.
ACM Trans. Web
Luca Vassio, Idilio Drago, Marco Mellia, Zied Ben-Houidi, Mohamed Lamine Lamali
2017 — conf
Mining and modeling web trajectories from passive traces.
IEEE BigData
Luca Vassio, Marco Mellia, Flavio Figueiredo, Ana Paula Couto da Silva, Jussara M. Almeida
2017 — conf
Users' Fingerprinting Techniques from TCP Traffic.
Big-DAMA@SIGCOMM
Luca Vassio, Danilo Giordano, Martino Trevisan, Marco Mellia, Ana Paula Couto da Silva
2016 B conf
A hybrid ABC for expensive optimizations: CEC 2016 competition benchmark.
CEC
Enrico Ampellio, Luca Vassio
2016 J jnl
A hybrid swarm-based algorithm for single-objective optimization problems involving high-cost analyses.
Swarm Intell.
Enrico Ampellio, Luca Vassio
2016 B conf
Detecting user actions from HTTP traces: Toward an automatic approach.
IWCMC
Luca Vassio, Idilio Drago, Marco Mellia
2015 J jnl
The Exploitation of Web Navigation Data: Ethical Issues and Alternative Scenarios.
CoRR
Luca Vassio, Hassan Metwalley, Danilo Giordano
2014 — conf
A message passing algorithm for the evaluation of social influence.
ECC
Luca Vassio, Fabio Fagnani, Paolo Frasca, Asuman E. Ozdaglar
2014 J jnl
Artificial super-Bee enhanced Colony (AsBeC) algorithm for numerical optimization with limited function evaluations Part 1: technologies and benchmark validation.
CoRR
Enrico Ampellio, Luca Vassio
2014 J jnl
Message Passing Optimization of Harmonic Influence Centrality.
IEEE Trans. Control. Netw. Syst.
Luca Vassio, Fabio Fagnani, Paolo Frasca, Asuman E. Ozdaglar
2014 J jnl
Multidiscipinary Optimization For Gas Turbines Design.
CoRR
Francesco Bertini, Lorenzo Dal Mas, Luca Vassio, Enrico Ampellio
2013 J jnl
Message Passing Optimization of Harmonic Influence Centrality.
CoRR
Luca Vassio, Fabio Fagnani, Paolo Frasca, Asuman E. Ozdaglar