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cs.SI2016
Understanding Stability of Noisy Networks through Centrality Measures and Local Connections
Vladimir Ufimtsev, Soumya Sarkar, Animesh Mukherjee +1
Networks created from real-world data contain some inaccuracies or noise, manifested as small changes in the network structure. An important question is whether these small changes…
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…