4 citations · 7 across the 3 of their papers we have counts for
5 papers · 1 filter
From Base Data To Knowledge Discovery -- A Life Cycle Approach -- Using Multilayer Networks
Abhishek Santra, Kanthi Komar, Sanjukta Bhowmick +1
Any large complex data analysis to infer or discover meaningful information/knowledge involves the following steps (in addition to data collection, cleaning, preparing the data for…
A New Community Definition For MultiLayer Networks And A Novel Approach For Its Efficient Computation
Abhishek Santra, Kanthi Sannappa Komar, Sanjukta Bhowmick +1
As the use of MultiLayer Networks (or MLNs) for modeling and analysis is gaining popularity, it is becoming increasingly important to propose a community definition that encompasse…
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…
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…