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Luca Vassio
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2020 – today
- 2024
- [j25]Matteo Boffa, Idilio Drago, Marco Mellia, Luca Vassio, Danilo Giordano, Rodolfo V. Valentim, Zied Ben-Houidi:
LogPrécis: Unleashing language models for automated malicious log analysis. Comput. Secur. 141: 103805 (2024) - [j24]Irene Benedetto, Moreno La Quatra, Luca Cagliero, Luca Vassio, Martino Trevisan:
TASP: Topic-based abstractive summarization of Facebook text posts. Expert Syst. Appl. 255: 124567 (2024) - [j23]Luca Gioacchini, Marco Mellia, Luca Vassio, Idilio Drago, Giulia Milan, Zied Ben-Houidi, Dario Rossi:
Cross-Network Embeddings Transfer for Traffic Analysis. IEEE Trans. Netw. Serv. Manag. 21(3): 2686-2699 (2024) - [c36]Kai Huang, Luca Gioacchini, Marco Mellia, Luca Vassio:
Dynamic Cluster Analysis to Detect and Track Novelty in Network Telescopes. EuroS&P Workshops 2024: 287-296 - [c35]Andrea Cavallo, Luca Gioacchini, Luca Vassio, Marco Mellia:
Detecting Edge and Node Anomalies with Temporal GNNs. GNNet@CoNEXT 2024: 7-13 - [c34]Kai Huang, Luca Gioacchini, Marco Mellia, Luca Vassio:
Incremental Federated Host Embeddings for Network Telescopes Traffic Analysis. ICDCSW 2024: 41-46 - [i22]Kai Huang, Luca Gioacchini, Marco Mellia, Luca Vassio:
Dynamic Cluster Analysis to Detect and Track Novelty in Network Telescopes. CoRR abs/2405.10545 (2024) - [i21]Alessandro Perlo, Giordano Paoletti, Nikhil Jha, Luca Vassio, Jussara M. Almeida, Marco Mellia:
A Topic-wise Exploration of the Telegram Group-verse. CoRR abs/2409.02525 (2024) - 2023
- [j22]Alessandro Ciociola, Danilo Giordano, Luca Vassio, Marco Mellia:
Data driven scalability and profitability analysis in free floating electric car sharing systems. Inf. Sci. 621: 545-561 (2023) - [j21]Franco Galante, Luca Vassio, Michele Garetto, Emilio Leonardi:
Modeling communication asymmetry and content personalization in online social networks. Online Soc. Networks Media 37-38: 100269 (2023) - [j20]Nikhil Jha, Luca Vassio, Martino Trevisan, Emilio Leonardi, Marco Mellia:
Practical anonymization for data streams: z-anonymity and relation with k-anonymity. Perform. Evaluation 159: 102329 (2023) - [j19]Luca Gioacchini, Luca Vassio, Marco Mellia, Idilio Drago, Zied Ben-Houidi, Dario Rossi:
i-DarkVec: Incremental Embeddings for Darknet Traffic Analysis. ACM Trans. Internet Techn. 23(3): 45:1-45:28 (2023) - [c33]Alessandro Speciale, Greta Vallero, Luca Vassio, Marco Mellia:
Recommendation Systems in Libraries: an Application with Heterogeneous Data Sources. EDBT/ICDT Workshops 2023 - [c32]Luca Gioacchini, Andrea Cavallo, Marco Mellia, Luca Vassio:
Exploring Temporal GNN Embeddings for Darknet Traffic Analysis. GNNet@CoNEXT 2023: 31-36 - [c31]Andrea Cavallo, Claas Grohnfeldt, Michele Russo, Giulio Lovisotto, Luca Vassio:
GCNH: A Simple Method For Representation Learning On Heterophilous Graphs. IJCNN 2023: 1-8 - [c30]Irene Benedetto, Moreno La Quatra, Luca Cagliero, Luca Vassio, Martino Trevisan:
Transformer-based Prediction of Emotional Reactions to Online Social Network Posts. WASSA@ACL 2023: 354-364 - [i20]Franco Galante, Luca Vassio, Michele Garetto, Emilio Leonardi:
Modeling communication asymmetry and algorithmic personalization in online social networks. CoRR abs/2301.01478 (2023) - [i19]Alessandro Speciale, Greta Vallero, Luca Vassio, Marco Mellia:
Recommendation Systems in Libraries: an Application with Heterogeneous Data Sources. CoRR abs/2303.11746 (2023) - [i18]Andrea Cavallo, Claas Grohnfeldt, Michele Russo, Giulio Lovisotto, Luca Vassio:
GCNH: A Simple Method For Representation Learning On Heterophilous Graphs. CoRR abs/2304.10896 (2023) - [i17]Matteo Boffa, Rodolfo Vieira Valentim, Luca Vassio, Danilo Giordano, Idilio Drago, Marco Mellia, Zied Ben-Houidi:
LogPrécis: Unleashing Language Models for Automated Shell Log Analysis. CoRR abs/2307.08309 (2023) - [i16]Giordano Paoletti, Luca Gioacchini, Marco Mellia, Luca Vassio, Jussara M. Almeida:
Benchmarking Evolutionary Community Detection Algorithms in Dynamic Networks. CoRR abs/2312.13784 (2023) - 2022
- [j18]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:
A PIMS Development Kit for New Personal Data Platforms. IEEE Internet Comput. 26(3): 79-84 (2022) - [j17]Luca Vassio, Danilo Giordano, Jinoh Kim, Jon Crowcroft:
Message from the Chairs of the WAIN workshop 2021. SIGMETRICS Perform. Evaluation Rev. 49(4): 92 (2022) - [j16]Luca Vassio, Michele Garetto, Emilio Leonardi, Carla-Fabiana Chiasserini:
Mining and modelling temporal dynamics of followers' engagement on online social networks. Soc. Netw. Anal. Min. 12(1): 96 (2022) - [j15]Nikhil Jha, Martino Trevisan, Luca Vassio, Marco Mellia:
The Internet with Privacy Policies: Measuring The Web Upon Consent. ACM Trans. Web 16(3): 15:1-15:24 (2022) - [c29]Matteo Boffa, Luca Vassio, Marco Mellia, Idilio Drago, Giulia Milan, Zied Ben-Houidi, Dario Rossi:
On using pretext tasks to learn representations from network logs. NativeNI@CoNEXT 2022: 21-26 - [c28]Matteo Boffa, Giulia Milan, Luca Vassio, Idilio Drago, Marco Mellia, Zied Ben-Houidi:
Towards NLP-based Processing of Honeypot Logs. EuroS&P Workshops 2022: 314-321 - [c27]Laura Arditti, Martino Trevisan, Luca Vassio, Alberto De Lazzari, Alberto Danese:
User Value in Modern Payment Platforms: A Graph Approach. ICDM (Workshops) 2022: 71-78 - [c26]Paola Caso, Martino Trevisan, Luca Vassio:
Disentangling the Information Flood on OSNs: Finding Notable Posts and Topics. ICDM (Workshops) 2022: 1168-1175 - [i15]Laura Arditti, Martino Trevisan, Luca Vassio, Alberto De Lazzari, Alberto Danese:
User Value in Modern Payment Platforms: A Graph Approach. CoRR abs/2210.11168 (2022) - [i14]Andrea Cavallo, Claas Grohnfeldt, Michele Russo, Giulio Lovisotto, Luca Vassio:
2-hop Neighbor Class Similarity (2NCS): A graph structural metric indicative of graph neural network performance. CoRR abs/2212.13202 (2022) - 2021
- [j14]Dena Markudova, Sachit Mishra, Luca Cagliero, Luca Vassio, Marco Mellia, Elena Baralis, Lucia Salvatori, Riccardo Loti:
Preventive maintenance for heterogeneous industrial vehicles with incomplete usage data. Comput. Ind. 130: 103468 (2021) - [j13]Azadeh Faroughi, Andrea Morichetta, Luca Vassio, Flavio V. D. de Figueiredo, Marco Mellia, Reza Javidan:
Towards website domain name classification using graph based semi-supervised learning. Comput. Networks 188: 107865 (2021) - [j12]Andrea Morichetta, Martino Trevisan, Luca Vassio, Julia Krickl:
Understanding web pornography usage from traffic analysis. Comput. Networks 189: 107909 (2021) - [j11]Victor Aquiles Alencar, Felipe Rooke, Michele Cocca, Luca Vassio, Jussara Marques de Almeida, Alex Borges Vieira:
Characterizing client usage patterns and service demand for car-sharing systems. Inf. Syst. 98: 101448 (2021) - [j10]Andrea Di Domenico, Gianluca Perna, Martino Trevisan, Luca Vassio, Danilo Giordano:
A Network Analysis on Cloud Gaming: Stadia, GeForce Now and PSNow. Network 1(3): 247-260 (2021) - [j9]Martino Trevisan, Luca Vassio, Danilo Giordano:
Debate on online social networks at the time of COVID-19: An Italian case study. Online Soc. Networks Media 23: 100136 (2021) - [j8]Carlos H. G. Ferreira, Fabricio Murai, Ana P. C. Silva, Jussara M. Almeida, Martino Trevisan, Luca Vassio, Marco Mellia, Idilio Drago:
On the dynamics of political discussions on Instagram: A network perspective. Online Soc. Networks Media 25: 100155 (2021) - [j7]Luca Vassio, Zhi-Li Zhang, Danilo Giordano, Abhishek Chandra:
Message from the organizers of WAIN. SIGMETRICS Perform. Evaluation Rev. 48(4): 28 (2021) - [c25]Luca Vassio, Michele Garetto, Carla-Fabiana Chiasserini, Emilio Leonardi:
Temporal dynamics of posts and user engagement of influencers on Facebook and Instagram. ASONAM 2021: 129-133 - [c24]Fabio Bertone, Luca Vassio, Martino Trevisan:
The stock exchange of influencers: a financial approach for studying fanbase variation trends. ASONAM 2021: 431-435 - [c23]Giulia Milan, Luca Vassio, Idilio Drago, Marco Mellia:
RL-IoT: Reinforcement Learning to Interact with IoT Devices. COINS 2021: 1-6 - [c22]Luca Gioacchini, Luca Vassio, Marco Mellia, Idilio Drago, Zied Ben-Houidi, Dario Rossi:
DarkVec: automatic analysis of darknet traffic with word embeddings. CoNEXT 2021: 76-89 - [c21]Edoardo Fassio, Alessandro Ciociola, Danilo Giordano, Michel Noussan, Luca Vassio, Marco Mellia:
Environmental and Economic Comparison of ICEV and EV in Car Sharing. ITSC 2021: 1621-1626 - [c20]Leonardo Tolomei, Stefano Fiorini, Alessandro Ciociola, Luca Vassio, Danilo Giordano, Marco Mellia:
Benefits of Relocation on E-scooter Sharing - a Data-Informed Approach. ITSC 2021: 3170-3175 - [d1]Andrea Di Domenico, Gianluca Perna, Martino Trevisan, Luca Vassio, Danilo Giordano:
A network analysis on cloud gaming: Stadia, GeForce Now and PSNow. IEEE DataPort, 2021 - [i13]Giulia Milan, Luca Vassio, Idilio Drago, Marco Mellia:
RL-IoT: Reinforcement Learning to Interact with IoT Devices. CoRR abs/2105.00884 (2021) - [i12]Martino Trevisan, Luca Vassio, Danilo Giordano:
Debate on Online Social Networks at the Time of COVID-19: An Italian Case Study. CoRR abs/2106.01013 (2021) - [i11]Nikhil Jha, Thomas Favale, Luca Vassio, Martino Trevisan, Marco Mellia:
z-anonymity: Zero-Delay Anonymization for Data Streams. CoRR abs/2106.07534 (2021) - [i10]Nikhil Jha, Martino Trevisan, Luca Vassio, Marco Mellia:
The Internet with Privacy Policies: Measuring The Web Upon Consent. CoRR abs/2109.00395 (2021) - [i9]Carlos H. G. Ferreira, Fabricio Murai, Ana P. C. Silva, Jussara M. Almeida, Martino Trevisan, Luca Vassio, Marco Mellia, Idilio Drago:
On the Dynamics of Political Discussions on Instagram: A Network Perspective. CoRR abs/2109.09152 (2021) - 2020
- [j6]Luca Vassio, Michele Garetto, Carla-Fabiana Chiasserini, Emilio Leonardi:
User Interaction with Online Advertisements: Temporal Modeling and Optimization of Ads Placement. ACM Trans. Model. Perform. Evaluation Comput. Syst. 5(2): 8:1-8:26 (2020) - [c19]Nikhil Jha, Thomas Favale, Luca Vassio, Martino Trevisan, Marco Mellia:
z-anonymity: Zero-Delay Anonymization for Data Streams. IEEE BigData 2020: 3996-4005 - [c18]Alessandro Ciociola, Michele Cocca, Danilo Giordano, Luca Vassio, Marco Mellia:
E-Scooter Sharing: Leveraging Open Data for System Design. DS-RT 2020: 1-8 - [c17]Sachit Mishra, Luca Vassio, Luca Cagliero, Marco Mellia, Elena Baralis, Riccardo Loti, Lucia Salvatori:
Machine Learning Supported Next-Maintenance Prediction for Industrial Vehicles. EDBT/ICDT Workshops 2020 - [c16]Michelangelo Barulli, Alessandro Ciociola, Michele Cocca, Luca Vassio, Danilo Giordano, Marco Mellia:
On Scalability of Electric Car Sharing in Smart Cities. ISC2 2020: 1-8 - [c15]Alessandro Ciociola, Dena Markudova, Luca Vassio, Danilo Giordano, Marco Mellia, Michela Meo:
Impact of Charging Infrastructure and Policies on Electric Car Sharing Systems. ITSC 2020: 1-6 - [c14]Carlos Henrique Gomes Ferreira, Fabricio Murai, Ana Paula Couto da Silva, Jussara Marques de Almeida, Martino Trevisan, Luca Vassio, Idilio Drago, Marco Mellia:
Unveiling Community Dynamics on Instagram Political Network. WebSci 2020: 231-240 - [i8]Andrea Di Domenico, Gianluca Perna, Martino Trevisan, Luca Vassio, Danilo Giordano:
A network analysis on cloud gaming: Stadia, GeForce Now and PSNow. CoRR abs/2012.06774 (2020)
2010 – 2019
- 2019
- [j5]Michele Cocca, Danilo Giordano, Marco Mellia, Luca Vassio:
Free floating electric car sharing design: Data driven optimisation. Pervasive Mob. Comput. 55: 59-75 (2019) - [j4]Michele Cocca, Danilo Giordano, Marco Mellia, Luca Vassio:
Free Floating Electric Car Sharing: A Data Driven Approach for System Design. IEEE Trans. Intell. Transp. Syst. 20(12): 4691-4703 (2019) - [c13]Dena Markudova, Elena Baralis, Luca Cagliero, Marco Mellia, Luca Vassio, Elvio Gilberto Amparore, Riccardo Loti, Lucia Salvatori:
Heterogeneous Industrial Vehicle Usage Predictions: A Real Case. EDBT/ICDT Workshops 2019 - [c12]Luca Vassio:
Human Behaviour on the Web: Evolution, Interactions and Exploitation. SIdEWayS@HT 2019: 3-4 - [c11]Martino Trevisan, Luca Vassio, Idilio Drago, Marco Mellia, Fabricio Murai, Flavio V. D. de Figueiredo, Ana Paula Couto da Silva, Jussara M. Almeida:
Towards Understanding Political Interactions on Instagram. HT 2019: 247-251 - [c10]Golnazsadat Zargarian, Luca Vassio, Maurizio M. Munafò, Marco Mellia:
Mining Patterns in Mobile Network Logs. IM 2019: 1-6 - [c9]Luca Vassio, Marco Mellia:
Data Analysis and Modelling of Users' Behavior on the Web. IM 2019: 665-670 - [c8]Andrea Morichetta, Martino Trevisan, Luca Vassio:
Characterizing Web Pornography Consumption from Passive Measurements. PAM 2019: 304-316 - [i7]Martino Trevisan, Luca Vassio, Idilio Drago, Marco Mellia, Fabricio Murai, Flavio V. D. de Figueiredo, Ana Paula Couto da Silva, Jussara M. Almeida:
Towards Understanding Political Interactions on Instagram. CoRR abs/1904.11719 (2019) - [i6]Andrea Morichetta, Martino Trevisan, Luca Vassio:
Characterizing web pornography consumption from passive measurements. CoRR abs/1904.11723 (2019) - 2018
- [j3]Luca Vassio, Idilio Drago, Marco Mellia, Zied Ben-Houidi, Mohamed Lamine Lamali:
You, the Web, and Your Device: Longitudinal Characterization of Browsing Habits. ACM Trans. Web 12(4): 24:1-24:30 (2018) - [c7]Michele Cocca, Danilo Giordano, Marco Mellia, Luca Vassio:
Data Driven Optimization of Charging Station Placement for EV Free Floating Car Sharing. ITSC 2018: 2490-2495 - [c6]Michele Cocca, Danilo Giordano, Marco Mellia, Luca Vassio:
Free Floating Electric Car Sharing in Smart Cities: Data Driven System Dimensioning. SMARTCOMP 2018: 171-178 - [i5]Luca Vassio, Idilio Drago, Marco Mellia, Zied Ben-Houidi, Mohamed Lamine Lamali:
You, the Web and Your Device: Longitudinal Characterization of Browsing Habits. CoRR abs/1806.07158 (2018) - 2017
- [c5]Luca Vassio, Marco Mellia, Flavio V. D. de Figueiredo, Ana Paula Couto da Silva, Jussara M. Almeida:
Mining and modeling web trajectories from passive traces. IEEE BigData 2017: 4016-4021 - [c4]Luca Vassio, Danilo Giordano, Martino Trevisan, Marco Mellia, Ana Paula Couto da Silva:
Users' Fingerprinting Techniques from TCP Traffic. Big-DAMA@SIGCOMM 2017: 49-54 - 2016
- [j2]Enrico Ampellio, Luca Vassio:
A hybrid swarm-based algorithm for single-objective optimization problems involving high-cost analyses. Swarm Intell. 10(2): 99-121 (2016) - [c3]Enrico Ampellio, Luca Vassio:
A hybrid ABC for expensive optimizations: CEC 2016 competition benchmark. CEC 2016: 1157-1164 - [c2]Luca Vassio, Idilio Drago, Marco Mellia:
Detecting user actions from HTTP traces: Toward an automatic approach. IWCMC 2016: 50-55 - 2015
- [i4]Luca Vassio, Hassan Metwalley, Danilo Giordano:
The Exploitation of Web Navigation Data: Ethical Issues and Alternative Scenarios. CoRR abs/1512.03211 (2015) - 2014
- [j1]Luca Vassio, Fabio Fagnani, Paolo Frasca, Asuman E. Ozdaglar:
Message Passing Optimization of Harmonic Influence Centrality. IEEE Trans. Control. Netw. Syst. 1(1): 109-120 (2014) - [c1]Luca Vassio, Fabio Fagnani, Paolo Frasca, Asuman E. Ozdaglar:
A message passing algorithm for the evaluation of social influence. ECC 2014: 190-195 - [i3]Francesco Bertini, Lorenzo Dal Mas, Luca Vassio, Enrico Ampellio:
Multidiscipinary Optimization For Gas Turbines Design. CoRR abs/1402.0420 (2014) - [i2]Enrico Ampellio, Luca Vassio:
Artificial super-Bee enhanced Colony (AsBeC) algorithm for numerical optimization with limited function evaluations Part 1: technologies and benchmark validation. CoRR abs/1402.5830 (2014) - 2013
- [i1]Luca Vassio, Fabio Fagnani, Paolo Frasca, Asuman E. Ozdaglar:
Message Passing Optimization of Harmonic Influence Centrality. CoRR abs/1310.0005 (2013)
Coauthor Index
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