3 papers
Overlapping Communities and the Prediction of Missing Links in Multiplex Networks
Amir Mahdi Abdolhosseini-Qomi, Naser Yazdani, Masoud Asadpour
Multiplex networks are a representation of real-world complex systems as a set of entities (i.e. nodes) connected via different types of connections (i.e. layers). The observed con…
SimBins: An information-theoretic approach to link prediction in real multiplex networks
Seyed Hossein Jafari, Amir Mahdi Abdolhosseini-Qomi, Maseud Rahgozar +2
The entities of real-world networks are connected via different types of connections (i.e. layers). The task of link prediction in multiplex networks is about finding missing conne…
Link Prediction in Real-World Multiplex Networks via Layer Reconstruction Method
Amir Mahdi Abdolhosseini-Qomi, Seyed Hossein Jafari, Amirheckmat Taghizadeh +3
A large body of research on link prediction problem is devoted to finding missing links in single-layer (simplex) networks. The proposed link prediction methods compute a similarit…