65 citations · 166 across the 4 of their papers we have counts for
4 papers
Community detection in networks using graph embeddings
Aditya Tandon, Aiiad Albeshri, Vijey Thayananthan +3
Graph embedding methods are becoming increasingly popular in the machine learning community, where they are widely used for tasks such as node classification and link prediction. E…
Principled approach to the selection of the embedding dimension of networks
Weiwei Gu, Aditya Tandon, Yong-Yeol Ahn +1
Network embedding is a general-purpose machine learning technique that encodes network structure in vector spaces with tunable dimension. Choosing an appropriate embedding dimensio…
Recency predicts bursts in the evolution of author citations
Filipi Nascimento Silva, Aditya Tandon, Diego Raphael Amancio +4
The citations process for scientific papers has been studied extensively. But while the citations accrued by authors are the sum of the citations of their papers, translating the d…
Fast consensus clustering in complex networks
Aditya Tandon, Aiiad Albeshri, Vijey Thayananthan +2
Algorithms for community detection are usually stochastic, leading to different partitions for different choices of random seeds. Consensus clustering has proven to be an effective…