36 citations · 40 across the 5 of their papers we have counts for
3 papers · 1 filter
Task-driven sampling of attributed networks
Suhansanu Kumar, Hari Sundaram
This paper introduces new techniques for sampling attributed networks to support standard Data Mining tasks. The problem is important for two reasons. First, it is commonplace to p…
Sensitivity and Reliability in Incomplete Networks: Centrality Metrics to Community Scoring Functions
Soumya Sarkar, Sanjukta Bhowmick, Suhansanu Kumar +1
Network analysis is an important tool in understanding the behavior of complex systems of interacting entities. However, due to the limitations of data gathering technologies, some…
GenPerm: A Unified Method for Detecting Non-overlapping and Overlapping Communities
Tanmoy Chakraborty, Suhansanu Kumar, Niloy Ganguly +2
Detection of non-overlapping and overlapping communities are essentially the same problem. However, current algorithms focus either on finding overlapping or non-overlapping commun…