15 papers
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…
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…
The anonymization problem in social networks
Rachel G. de Jong, Mark P. J. van der Loo, Frank W. Takes
This paper introduces a unified computational framework for the anonymization problem in social networks, where the objective is to maximize node anonymity through graph alteration…
Ecological Legacies of Pre-Columbian Settlements Evident in Palm Clusters of Neotropical Mountain Forests
Sebastian Fajardo, Sina Mohammadi, Jonas Gregorio de Souza +13
Ancient populations inhabited and transformed neotropical forests, yet the spatial extent of their ecological influence remains underexplored at high resolution. Here we present a…