675 citations · 3.5k across the 68 of their papers we have counts for
8 papers · 1 filter
Weighted temporal event graphs
Jari Saramäki, Mikko Kivelä, Márton Karsai
The times of temporal-network events and their correlations contain information on the function of the network and they influence dynamical processes taking place on it. To extract…
weg2vec: Event embedding for temporal networks
Maddalena Torricelli, Márton Karsai, Laetitia Gauvin
Network embedding techniques are powerful to capture structural regularities in networks and to identify similarities between their local fabrics. However, conventional network emb…
Efficient limited-time reachability estimation in temporal networks
Arash Badie-Modiri, Márton Karsai, Mikko Kivelä
Time-limited states characterise many dynamical processes on networks: disease infected individuals recover after some time, people forget news spreading on social networks, or pas…
Interactional and Informational Attention on Twitter
Agathe Baltzer, Márton Karsai, Camille Roth
Twitter may be considered as a decentralized social information processing platform whose users constantly receive their followees' information feeds, which they may in turn dispat…
Computational Human Dynamics
Márton Karsai
This thesis summarises my scientific contributions in the domain of network science, human dynamics and computational social science. These contributions are associated to computer…
Joint embedding of structure and features via graph convolutional networks
Sébastien Lerique, Jacob Levy Abitbol, Márton Karsai
The creation of social ties is largely determined by the entangled effects of people's similarities in terms of individual characters and friends. However, feature and structural c…
Location, Occupation, and Semantics based Socioeconomic Status Inference on Twitter
Jacobo Levy Abitbol, Márton Karsai, Eric Fleury
The socioeconomic status of people depends on a combination of individual characteristics and environmental variables, thus its inference from online behavioral data is a difficult…
Reentrant phase transitions in threshold driven contagion on multiplex networks
Samuel Unicomb, Gerardo Iñiguez, János Kertész +1
Models of threshold driven contagion explain the cascading spread of information, behavior, systemic risk, and epidemics on social, financial and biological networks. At odds with…