36 citations · 55 across the 16 of their papers we have counts for
5 papers · 1 filter
Scalable Holistic Analysis of Multi-Source, Data-Intensive Problems Using Multilayered Networks
Abhishek Santra, Sanjukta Bhowmick, Sharma Chakravarthy
Holistic analysis of many real-world problems are based on data collected from multiple sources contributing to some aspect of that problem. The word fusion has also been used in t…
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…
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…
Permanence and Community Structure in Complex Networks
Tanmoy Chakraborty, Sriram Srinivasan, Niloy Ganguly +2
The goal of community detection algorithms is to identify densely-connected units within large networks. An implicit assumption is that all the constituent nodes belong equally to…
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…