25 citations · 73 across the 7 of their papers we have counts for
4 papers · 1 filter
Investigating Extensions to Random Walk Based Graph Embedding
Joerg Schloetterer, Martin Wehking, Fatemeh Salehi Rizi +1
Graph embedding has recently gained momentum in the research community, in particular after the introduction of random walk and neural network based approaches. However, most of th…
Global and Local Feature Learning for Ego-Network Analysis
Fatemeh Salehi Rizi, Michael Granitzer, Konstantin Ziegler
In an ego-network, an individual (ego) organizes its friends (alters) in different groups (social circles). This social network can be efficiently analyzed after learning represent…
Predicting event attendance exploring social influence
Fatemeh Salehi Rizi, Michael Granitzer
The problem of predicting people's participation in real-world events has received considerable attention as it offers valuable insights for human behavior analysis and event-relat…
Shortest path distance approximation using deep learning techniques
Fatemeh Salehi Rizi, Joerg Schloetterer, Michael Granitzer
Computing shortest path distances between nodes lies at the heart of many graph algorithms and applications. Traditional exact methods such as breadth-first-search (BFS) do not sca…