23 citations · 38 across the 9 of their papers we have counts for
10 papers
Fast degree-preserving rewiring of complex networks
Shane Mannion, Padraig MacCarron, Akrati Saxena +1
In this paper we introduce a new, fast, degree-preserving rewiring algorithm for altering the assortativity of complex networks, which we call \textit{Fast total link (FTL) rewirin…
Fair Tree Classifier using Strong Demographic Parity
António Pereira Barata, Frank W. Takes, H. Jaap van den Herik +1
When dealing with sensitive data in automated data-driven decision-making, an important concern is to learn predictors with high performance towards a class label, whilst minimisin…
Improving the output quality of official statistics based on machine learning algorithms
Quinten Meertens, Cees Diks, Jaap van den Herik +1
National statistical institutes currently investigate how to improve the output quality of official statistics based on machine learning algorithms. A key obstacle is concept drift…
Community membership consistency applied to corporate board interlock networks
Dafne E. van Kuppevelt, Rena Bakhshi, Eelke M. Heemskerk +1
Community detection is a well established method for studying the meso scale structure of social networks. Applying a community detection algorithm results in a division of a netwo…
A Bayesian Approach for Accurate Classification-Based Aggregates
Q. A. Meertens, C. G. H. Diks, H. J. van den Herik +1
In this paper, we study the accuracy of values aggregated over classes predicted by a classification algorithm. The problem is that the resulting aggregates (e.g., sums of a variab…
Computing Minimum Weight Cycles to Leverage Mispricings in Cryptocurrency Market Networks
Francesco Bortolussi, Zeger Hoogeboom, Frank W. Takes
Cryptocurrencies such as Bitcoin and Ethereum have recently gained a lot of popularity, not only as a digital form of currency but also as an investment vehicle. Online marketplace…
A Data-Driven Supply-Side Approach for Measuring Cross-Border Internet Purchases
Q. A. Meertens, C. G. H. Diks, H. J. van den Herik +1
The digital economy is a highly relevant item on the European Union's policy agenda. Cross-border internet purchases are part of the digital economy, but their total value can curr…
The Effects of Data Quality on the Analysis of Corporate Board Interlock Networks
Javier Garcia-Bernardo, Frank W. Takes
Nowadays, social networks of ever increasing size are studied by researchers from a range of disciplines. The data underlying these networks is often automatically gathered from AP…
The Complexity of Rummikub Problems
Jan N. van Rijn, Frank W. Takes, Jonathan K. Vis
Rummikub is a tile-based game in which each player starts with a hand of tiles. A tile has a value and a suit. The players form sets consisting of tiles with the same suit and…
Where is the global corporate elite? A large-scale network study of local and nonlocal interlocking directorates
Eelke M. Heemskerk, Frank W. Takes, Javier Garcia-Bernardo +1
Business elites reconfigure their locus of organization over time, from the city level, to the national level, and beyond. We ask what the current level of elite organization is an…