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cs.SI2016★ 2 cited
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…
cs.SI2016
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…