94 citations · 328 across the 28 of their papers we have counts for
5 papers · 1 filter
The Banking Transactions Dataset and its Comparative Analysis with Scale-free Networks
Akrati Saxena, Yulong Pei, Jan Veldsink +3
We construct a network of 1.6 million nodes from banking transactions of users of Rabobank. We assign two weights on each edge, which are the aggregate transferred amount and the t…
GenCAT: Generating Attributed Graphs with Controlled Relationships between Classes, Attributes, and Topology
Seiji Maekawa, Yuya Sasaki, George Fletcher +1
Generating large synthetic attributed graphs with node labels is an important task to support various experimental studies for graph analysis methods. Existing graph generators fai…
How Fair is Fairness-aware Representative Ranking and Methods for Fair Ranking
Akrati Saxena, George Fletcher, Mykola Pechenizkiy
Rankings of people and items has been highly used in selection-making, match-making, and recommendation algorithms that have been deployed on ranging of platforms from employment w…
NodeSim: Node Similarity based Network Embedding for Diverse Link Prediction
Akrati Saxena, George Fletcher, Mykola Pechenizkiy
In real-world complex networks, understanding the dynamics of their evolution has been of great interest to the scientific community. Predicting future links is an essential task o…
struc2gauss: Structural Role Preserving Network Embedding via Gaussian Embedding
Yulong Pei, Xin Du, Jianpeng Zhang +2
Network embedding (NE) is playing a principal role in network mining, due to its ability to map nodes into efficient low-dimensional embedding vectors. However, two major limitatio…