1 code implementation • 31 Mar 2024 • Lourens Touwen, Doina Bucur, Remco van der Hofstad, Alessandro Garavaglia, Nelly Litvak
We propose a novel model-selection method for dynamic real-life networks.
Ranked #1 on Graph Classification on Synthetic Dynamic Networks
no code implementations • 21 Feb 2024 • Ana-Andreea Stoica, Nelly Litvak, Augustin Chaintreau
In this paper, we investigate the conditions under which link analysis algorithms prevent minority groups from reaching high ranking slots.
1 code implementation • 9 Nov 2021 • Thi Kim Nhung Dang, Doina Bucur, Berk Atıl, Guillaume Pitel, Frank Ruis, Hamidreza Kadkhodaei, Nelly Litvak
In the literature, many feature designs have been proposed for predicting changes in the Web.
1 code implementation • 6 Jul 2021 • Martijn Gösgens, Remco van der Hofstad, Nelly Litvak
In that sense, modularity-based community detection methods can be seen as a subclass of a more general class of projection methods, which we define as the community detection methods that adhere to the following two-step procedure: first, mapping the network to a point on the hypersphere; second, projecting this point to the set of clustering vectors.
no code implementations • 6 Jul 2017 • Stijn Heldens, Claudio Martella, Nelly Litvak, Maarten van Steen
We see our work as an initial step towards rich pattern recognition using proximity graphs.