344 citations · 441 across the 27 of their papers we have counts for
6 papers · 1 filter
MARS: A framework for modelling register-based social networks
Katherine Hamilton, Irina Epure, Frank Takes
Register-based social networks have become of increasing interest in countries where formal government-curated microdata is available. Due to the non-trivial generative process of…
Probabilistic Salary Prediction with Graph Attention Networks and a Mixture Density Network
Zhipei Qin, Mohammad Shokri, N. van Weeren +1
Accurate salary prediction is critical for bridging the information gap between employers and job seekers in modern labor markets. Existing approaches predominantly yield a single…
Fuzzy k-anonymity in complex networks
Rachel G. de Jong, Mark P. J. van der Loo, Frank W. Takes
With the introduction of large-scale network data, including population-scale social networks, techniques for privacy-aware sharing of network data become increasingly important. W…
Individual Fairness in Community Detection: Quantitative Measure and Comparative Evaluation
Fabrizio Corriera, Frank W. Takes, Akrati Saxena
Community detection is a fundamental task in complex network analysis. Fairness-aware community detection seeks to prevent biased node partitions, typically framed in terms of indi…
Fragmentation of a longitudinal population-scale social network: Decreasing structural social cohesion in the Netherlands
Eszter Bokányi, Yuliia Kazmina, Eelke M. Heemskerk +1
Population-level dynamics of social cohesion and its underlying mechanisms remain difficult to study. In this paper, we propose a network approach to measure the evolution of socia…
Link Fraction Mixed Membership Reveals Community Diversity in Aggregated Social Networks
Gamal Adel, Eszter Bokányi, Eelke M. Heemskerk +1
Community detection is a critical tool for understanding the mesoscopic structure of large-scale networks. However, when applied to aggregated or coarse-grained social networks, di…