4 citations · 20 across the 13 of their papers we have counts for
6 papers · 1 filter
Making a Case for MLNs for Data-Driven Analysis: Modeling, Efficiency, and Versatility
Abhishek Santra, Kanthi Sannappa Komar, Sanjukta Bhowmick +1
Datasets of real-world applications are characterized by entities of different types, which are defined by multiple features and connected via varied types of relationships. A crit…
An Efficient Framework for Computing Structure- And Semantics-Preserving Community in a Heterogeneous Multilayer Network
Abhishek Santra, Kanthi Sannappa Komar, Sanjukta Bhowmick +1
Multilayer networks or MLNs (also called multiplexes or network of networks) are being used extensively for modeling and analysis of data sets with multiple entity and feature type…
Efficient Community Detection in Boolean Composed Multiplex Networks
Abhishek Santra, Sanjukta Bhowmick, Sharma Chakravarthy
Networks (or graphs) are used to model the dyadic relations between entities in a complex system. In cases where there exists multiple relations between the entities, the complex s…
Generic Multilayer Network Data Analysis with the Fusion of Content and Structure
Xuan-Son Vu, Abhishek Santra, Sharma Chakravarthy +1
Multi-feature data analysis (e.g., on Facebook, LinkedIn) is challenging especially if one wants to do it efficiently and retain the flexibility by choosing features of interest fo…
Query Processing on Large Graphs: Approaches To Scalability and Response Time Trade Offs
Soumyava Das, Abhishek Santra, Jay Bodra +1
With the advent of social networks and the web, the graph sizes have grown too large to fit in main memory precipitating the need for alternative approaches for an efficient, scala…
Structure-Preserving Community In A Multilayer Network: Definition, Detection, And Analysis
Abhishek Santra, Kanthi Sannappa Komar, Sanjukta Bhowmick +1
Multilayer networks or MLNs (also called multiplexes or network of networks) are being used extensively for modeling and analysis of data sets with multiple entity and feature type…