Matteo Magnani

Leveraging VLLMs for Visual Clustering: Image-to-Text Mapping Shows Increased Semantic Capabilities and Interpretability

Arminio, Luigi; Magnani, Matteo; Piqueras, Matias; Rossi, Luca et al.

Ingår i Social science computer review, s. 572-591, 2026

• DOI för Leveraging VLLMs for Visual Clustering: Image-to-Text Mapping Shows Increased Semantic Capabilities and Interpretability
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Multimodal coordinated online behavior: Trade-offs and strategies

Mannocci, Lorenzo; Cresci, Stefano; Magnani, Matteo; Monreale, Anna et al.

Ingår i Information Sciences, 2026

• DOI för Multimodal coordinated online behavior: Trade-offs and strategies
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Climate Clash: A Multimodal Analysis of Movement–Countermovement Interactions in the Digital Sphere

Uba, Katrin; Segerberg, Alexandra; Magnani, Matteo

Ingår i American Behavioral Scientist, 2025

• DOI för Climate Clash: A Multimodal Analysis of Movement–Countermovement Interactions in the Digital Sphere
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Anatomy of a Swedish population-scale network

Panayiotou, Georgios; Wohlert, Inga K.; Bask, Miia; Bask, Mikael et al.

Ingår i Scientific Reports, 2025

• DOI för Anatomy of a Swedish population-scale network
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Towards intersectional fairness in community detection

Panayiotou, Georgios; Magnani, Matteo; Calikus, Ece

Ingår i Workshop Proceedings of the 19th International AAAI Conference on Web and Social Media, 2025

• DOI för Towards intersectional fairness in community detection

Leveraging VLLMs for Visual Clustering: Image-to-Text Mapping Shows Increased Semantic Capabilities and Interpretability

Arminio, Luigi; Magnani, Matteo; Piqueras, Matias; Rossi, Luca et al.

Ingår i Social science computer review, s. 572-591, 2026

• DOI för Leveraging VLLMs for Visual Clustering: Image-to-Text Mapping Shows Increased Semantic Capabilities and Interpretability
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Multimodal coordinated online behavior: Trade-offs and strategies

Mannocci, Lorenzo; Cresci, Stefano; Magnani, Matteo; Monreale, Anna et al.

Ingår i Information Sciences, 2026

• DOI för Multimodal coordinated online behavior: Trade-offs and strategies
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Climate Clash: A Multimodal Analysis of Movement–Countermovement Interactions in the Digital Sphere

Uba, Katrin; Segerberg, Alexandra; Magnani, Matteo

Ingår i American Behavioral Scientist, 2025

• DOI för Climate Clash: A Multimodal Analysis of Movement–Countermovement Interactions in the Digital Sphere
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Anatomy of a Swedish population-scale network

Panayiotou, Georgios; Wohlert, Inga K.; Bask, Miia; Bask, Mikael et al.

Ingår i Scientific Reports, 2025

• DOI för Anatomy of a Swedish population-scale network
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Improved Visual Saliency of Graph Clusters with Orderable Node-Link Layouts

Al-Naami, Nora; Médoc, Nicolas; Magnani, Matteo; Ghoniem, Mohammad

Ingår i IEEE Transactions on Visualization and Computer Graphics, s. 1028-1038, 2025

• DOI för Improved Visual Saliency of Graph Clusters with Orderable Node-Link Layouts
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Do You See What I See?: Emotional Reaction to Visual Content in the Online Debate About Climate Change

Rossi, Luca; Segerberg, Alexandra; Arminio, Luigi; Magnani, Matteo

Ingår i Environmental Communication, s. 449-467, 2025

• DOI för Do You See What I See?: Emotional Reaction to Visual Content in the Online Debate About Climate Change
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INet for network integration

Policastro, Valeria; Magnani, Matteo; Angelini, Claudia; Carissimo, Annamaria

Ingår i Computational statistics (Zeitschrift), s. 1517-1539, 2025

• DOI för INet for network integration
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On the accurate computation of expected modularity in probabilistic networks

Shen, Xin; Magnani, Matteo; Rohner, Christian; Skerman, Fiona

Ingår i Scientific Reports, 2025

• DOI för On the accurate computation of expected modularity in probabilistic networks
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Visual digital intermediaries and global climate communication: Is climate change still a distant problem on YouTube?

Segerberg, Alexandra; Magnani, Matteo

Ingår i PLOS ONE, 2025

• DOI för Visual digital intermediaries and global climate communication: Is climate change still a distant problem on YouTube?
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Current challenges in multilayer network engineering

Panayiotou, Georgios; Magnani, Matteo; Pinaud, Bruno

Ingår i Applied Network Science, 2024

• DOI för Current challenges in multilayer network engineering
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Immigrant-critical alternative media in online conversations

Yantseva, Victoria; Vega D'Aurelio, Davide; Magnani, Matteo

Ingår i PLOS ONE, 2023

• DOI för Immigrant-critical alternative media in online conversations
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Community Detection in Multiplex Networks

Magnani, Matteo; Hanteer, Obaida; Interdonato, Roberto; Rossi, Luca et al.

Ingår i ACM Computing Surveys, s. 1-35, 2022

• DOI för Community Detection in Multiplex Networks

Deep neural networks for social visuals: studying climate communication on YouTube

Magnani, Matteo; Segerberg, Alexandra

Ingår i Selected Papers of Internet Research, SPIR, 2021

• DOI för Deep neural networks for social visuals: studying climate communication on YouTube

Probabilistic network sparsification with ego betweenness

Kaveh, Amin; Magnani, Matteo; Rohner, Christian

Ingår i Applied Network Science, 2021

• DOI för Probabilistic network sparsification with ego betweenness
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Analysis of Multiplex Social Networks with R

Magnani, Matteo; Rossi, Luca; Vega, Davide

Ingår i Journal of Statistical Software, s. 1-30, 2021

• DOI för Analysis of Multiplex Social Networks with R
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Defining and measuring probabilistic ego networks

Kaveh, Amin; Magnani, Matteo; Rohner, Christian

Ingår i Social Network Analysis and Mining, 2021

• DOI för Defining and measuring probabilistic ego networks

Observing the tech, using meetup data to observe the evolution of the discourse around IoT

Rossi, Luca; Magnani, Matteo; Vega D'Aurelio, Davide; Hanteer, Obaida

Ingår i Selected Papers of Internet Research, SPIR, 2020

• DOI för Observing the tech, using meetup data to observe the evolution of the discourse around IoT

Unspoken Assumptions in Multi-layer Modularity maximization

Hanteer, Obaida; Magnani, Matteo

Ingår i Scientific Reports, 2020

• DOI för Unspoken Assumptions in Multi-layer Modularity maximization
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A Twitter-Based Study of the European Internet of Things

Ustek-Spilda, Funda; Vega, Davide; Magnani, Matteo; Rossi, Luca et al.

Ingår i Information Systems Frontiers, s. 135-149, 2020

• DOI för A Twitter-Based Study of the European Internet of Things
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An Analysis of the Consequences of the General Data Protection Regulation on Social Network Research

Kotsios, Andreas; Magnani, Matteo; Vega, Davide; Rossi, Luca et al.

Ingår i ACM Transactions on Social Computing, 2019

• DOI för An Analysis of the Consequences of the General Data Protection Regulation on Social Network Research
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Comparing node degrees in probabilistic networks

Kaveh, Amin; Magnani, Matteo; Rohner, Christian

Ingår i Journal of Complex Networks, s. 749-763, 2019

• DOI för Comparing node degrees in probabilistic networks

Foundations of Temporal Text Networks

Vega, Davide; Magnani, Matteo

Ingår i Applied Network Science, 2018

• DOI för Foundations of Temporal Text Networks
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Quantifying layer similarity in multiplex networks: a systematic study

Brodka, Piotr; Chmiel, Anna; Magnani, Matteo; Ragozini, Giancarlo

Ingår i Royal Society Open Science, 2018

• DOI för Quantifying layer similarity in multiplex networks: a systematic study
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Shortest Paths in Multiplex Networks

Ghariblou, Saeed; Salehi, Mostafa; Magnani, Matteo; Jalili, Mahdi

Ingår i Scientific Reports, 2017

• DOI för Shortest Paths in Multiplex Networks
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Introduction to the special issue on multilayer networks

Magnani, Matteo; Wasserman, Stanley

Ingår i NETWORK SCIENCE, s. 141-143, 2017

• DOI för Introduction to the special issue on multilayer networks

Effects of missing data in multilayer networks

Sharma, Rajesh; Magnani, Matteo; Montesi, Danilo

Ingår i Social Network Analysis and Mining, 2016

• DOI för Effects of missing data in multilayer networks

A new approach to role and position detection in networks

Vega, Davide; Magnani, Matteo; Montesi, Danilo; Meseguer, Roc et al.

Ingår i SOCIAL NETWORK ANALYSIS AND MINING, 2016

• DOI för A new approach to role and position detection in networks

Social Network Analysis in Applications

Musial, Katarzyna; Brodka, Piotr; Magnani, Matteo

Ingår i AI Communications, s. 55-56, 2016

• DOI för Social Network Analysis in Applications

Spreading processes in Multilayer Networks

Salehi, Mostafa; Sharma, Rajesh; Marzolla, Moreno; Magnani, Matteo et al.

Ingår i IEEE Transactions on Network Science and Engineering, s. 65-83, 2015

• DOI för Spreading processes in Multilayer Networks
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Multidimensional epidemic thresholds in diffusion processes over interdependent networks

Salehi, Mostafa; Siyari, Payam; Magnani, Matteo; Montesi, Danilo

Ingår i Chaos, Solitons & Fractals, s. 59-67, 2015

• DOI för Multidimensional epidemic thresholds in diffusion processes over interdependent networks

Towards effective visual analytics on multiplex and multilayer networks

Rossi, Luca; Magnani, Matteo

Ingår i Chaos, Solitons & Fractals, s. 68-76, 2015

• DOI för Towards effective visual analytics on multiplex and multilayer networks
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Clustering attributed graphs: models, measures and methods

Bothorel, Cecile; Cruz, Juan David; Magnani, Matteo; Micenkova, Barbora

Ingår i Network Science, s. 408-444, 2015

• DOI för Clustering attributed graphs: models, measures and methods
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Taking the Big Picture: Representative Skylines based on Significance and Diversity

Magnani, Matteo; Assent, Ira; Mortensen, Michael L.

Ingår i The VLDB journal, s. 795-815, 2014

• DOI för Taking the Big Picture: Representative Skylines based on Significance and Diversity

Multilayer network simplification: Approaches, models and methods

Interdonato, Roberto; Magnani, Matteo; Perna, Diego; Tagarelli, Andrea et al.

Ingår i Computer Science Review, 2020

• DOI för Multilayer network simplification: Approaches, models and methods

Multilayer Social Networks

Dickison, Mark E.; Magnani, Matteo; Rossi, Luca

Cambridge University Press, 2016

Dinamiche comunicative e Social Network: una prima analisi empirica di FriendFeed

Rossi, Luca; Magnani, Matteo; Celli, Fabio; Di Lascio, Marta et al.

Ingår i Gli effetti sociali del web, Franco Angeli, 2023

Modularity-Based Selection of the Number of Slices in Temporal Network Clustering

Seiron, Patrik; Lindegren, Axel; Magnani, Matteo; Rohner, Christian et al.

Ingår i Temporal Network Theory, s. 435-447, Springer, 2023

• DOI för Modularity-Based Selection of the Number of Slices in Temporal Network Clustering

Metrics for Temporal Text Networks

Vega, Davide; Magnani, Matteo

Ingår i Temporal Network Theory, s. 147-160, Springer, 2019

• DOI för Metrics for Temporal Text Networks
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Path-based and Whole Network Measures

Magnani, Matteo; Marzolla, Moreno

Ingår i Encyclopedia of Social Network Analysis and Mining, Springer, 2014

Multiple social networks, data models and measures for

Magnani, Matteo; Rossi, Luca

Ingår i Encyclopedia of Social Network Analysis and Mining, Springer, 2014

Large-Scale Social Network Analysis

Lambertini, Mattia; Magnani, Matteo; Marzolla, Moreno; Montesi, Danilo et al.

Ingår i Large-Scale Data Analytics, s. 155-187, Springer, 2014

• DOI för Large-Scale Social Network Analysis

Factors Enabling Information Propagation in a Social Network Site

Magnani, Matteo; Montesi, Danilo; Rossi, Luca

Ingår i The Influence of Technology on Social Network Analysis and Mining, s. 411-426, Springer Vienna, 2013

• DOI för Factors Enabling Information Propagation in a Social Network Site

Towards intersectional fairness in community detection

Panayiotou, Georgios; Magnani, Matteo; Calikus, Ece

Ingår i Workshop Proceedings of the 19th International AAAI Conference on Web and Social Media, 2025

• DOI för Towards intersectional fairness in community detection

Fair-mod: Fair Modular Community Detection

Panayiotou, Georgios; Magnani, Matteo

Ingår i Complex Networks & Their Applications XIII, s. 91-102, 2025

• DOI för Fair-mod: Fair Modular Community Detection

Analysing the effect of different design choices in network-based topic detection

Galluccio, Carla; Magnani, Matteo; Vega D'Aurelio, Davide; Ragozini, Giancarlo et al.

Ingår i CLADAG2023, 2023

Robustness and Sensitivity of Network-Based Topic Detection

Galluccio, Carla; Magnani, Matteo; Vega, Davide; Ragozini, Giancarlo et al.

Ingår i Complex Networks and their Applications XI, s. 259-270, 2023

• DOI för Robustness and Sensitivity of Network-Based Topic Detection

On the conditions for integrating deep learning into the study of visual politics

Magnani, Matteo; Segerberg, Alexandra

Ingår i WebSci '21, s. 56-64, 2021

• DOI för On the conditions for integrating deep learning into the study of visual politics
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International Workshop on Mining Attributed Networks (MATNET 2018) Chairs' Welcome

Atzmueller, Martin; Gaito, Sabrina; Interdonato, Roberto; Kanawati, Rushed et al.

Ingår i WWW '18, s. 1231-1233, 2018

• DOI för International Workshop on Mining Attributed Networks (MATNET 2018) Chairs' Welcome

Partial and Overlapping Community Detection in Multiplex Social Networks

Tehrani, Nazanin Afsarmanesh; Magnani, Matteo

Ingår i 10th International Conference on Social Informatics (SocInfo2018 ), s. 15-28, 2018

• DOI för Partial and Overlapping Community Detection in Multiplex Social Networks

From Interaction to Participation: The Role of the Imagined Audience in Social Media Community Detection and an Application to Political Communication on Twitter

Hanteer, Obaida; Rossi, Luca; Vega, Davide; Magnani, Matteo

Ingår i 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), s. 531-534, 2018

• DOI för From Interaction to Participation: The Role of the Imagined Audience in Social Media Community Detection and an Application to Political Communication on Twitter

A generalized force-directed layout for multiplex sociograms

Fatemi, Zahra; Magnani, Matteo; Salehi, Mostafa

Ingår i Social Informatics, s. 212-227, 2018

• DOI för A generalized force-directed layout for multiplex sociograms

A Join Operator for Property Graphs

Bergami, Giacomo; Magnani, Matteo; Montesi, Danilo

Ingår i EDBT/ICDT Workshops, 2017

Multilayer Analysis of Online Illicit Marketplaces

Ashcroft, Michael; Magnani, Matteo; Vega, Davide; Montesi, Danilo et al.

Ingår i 2016 European Intelligence And Security Informatics Conference (EISIC), s. 199-199, 2016

• DOI för Multilayer Analysis of Online Illicit Marketplaces

Using indirect blockmodeling for monitoring students roles in collaborative learning networks

Medina, Esunly; Vega, Davide; Meseguer, Roc; Medina, Humberto et al.

Ingår i 2016 IEEE 20th International Conference on Computer Supported Cooperative Work in Design (CSCWD), s. 164-169, 2016

Understanding community patterns in large attributed social networks

Sharma, Rajesh; Magnani, Matteo; Montesi, Danilo

Ingår i Proceedings Of The 2015 IEEE/ACM International Conference On Advances In Social Networks Analysis And Mining (Asonam 2015), s. 1503-1508, 2015

• DOI för Understanding community patterns in large attributed social networks

Diffusion of Innovations over Multiplex Social Networks

Ramezanian, Rasoul; Salehi, Mostafa; Magnani, Matteo; Montesi, Danilo

Ingår i International Symposium on Artificial Intelligence and Signal Processing (AISP), s. 1-5, 2015

• DOI för Diffusion of Innovations over Multiplex Social Networks

Investigating the types and effects of missing data in multilayer networks

Sharma, Rajesh; Magnani, Matteo; Montesi, Danilo

Ingår i International Conference on Advances in Social Networks Analysis and Mining (ASONAM), s. 392-399, 2015

Role and position detection in networks: reloaded

Vega, Davide; Meseguer, Roc; Freitag, Felix; Magnani, Matteo

Ingår i International Conference on Advances in Social Networks Analysis and Mining (ASONAM), s. 320-325, 2015

Efficient caching for constrained skyline queries

Mortensen, Michael; Chester, Sean; Assent, Ira; Magnani, Matteo

Ingår i Extending Database Technology (EDBT), 2015

Missing data in multiplex networks: a preliminary study

Sharma, Rajesh; Magnani, Matteo; Montesi, Danilo

2014

SkyView: a user evaluation of the skyline operator

Magnani, Matteo; Assent, Ira; Hornbæ k, Kasper; Jakobsen, Mikkel R. et al.

Ingår i Proceedings of the ACM Conference on Information and Knowledge Management (CIKM), s. 2249-2254, 2013

• DOI för SkyView: a user evaluation of the skyline operator

From stars to galaxies: skyline queries on aggregate data

Magnani, Matteo; Assent, Ira

Ingår i Proceedings of the 16th International Conference on Extending Database Technology, s. 477-488, 2013

• DOI för From stars to galaxies: skyline queries on aggregate data

Efficient GPU-based skyline computation

Bøgh, Kenneth S; Assent, Ira; Magnani, Matteo

Ingår i Proceedings of the Ninth International Workshop on Data Management on New Hardware (DaMoN @ SIGMOD), 2013

• DOI för Efficient GPU-based skyline computation

Spatio-Temporal Keyword Queries in Social Networks

Cozza, Vittoria; Messina, Antonio; Montesi, Danilo; Arietta, Luca et al.

Ingår i 17th East-European Conference on Advances in Databases and Information Systems (ADBIS), s. 70-83, 2013

• DOI för Spatio-Temporal Keyword Queries in Social Networks

Pareto Distance for Multi-layer Network Analysis

Magnani, Matteo; Rossi, Luca

Ingår i Social Computing, Behavioral-Cultural Modeling and Prediction, s. 249-256, 2013

• DOI för Pareto Distance for Multi-layer Network Analysis

Formation of multiple networks

Magnani, Matteo; Rossi, Luca

Ingår i Social Computing, Behavioral-Cultural Modeling and Prediction, s. 257-264, 2013

• DOI för Formation of multiple networks

On multidimensional network measures

Magnani, Matteo; Monreale, Anna; Rossetti, Giulio; Giannotti, Fosca

Ingår i Italian Conference on Sistemi Evoluti per le Basi di Dati (SEBD), 2013

Overlapping Clustering of Probabilistic Networks

Kaveh, Amin; Magnani, Matteo; Rohner, Christian

2022