From Base Data To Knowledge Discovery -- A Life Cycle Approach -- Using Multilayer Networks

no code implementations • 24 May 2021 • Abhishek Santra, Kanthi Komar, Sanjukta Bhowmick, Sharma Chakravarthy

This paper covers all of the above steps of data analysis life cycle using a data representation that is gaining importance for multi-entity, multi-feature data sets - Multilayer Networks.

Attribute Community Detection

Generic Multilayer Network Data Analysis with the Fusion of Content and Structure

no code implementations • 21 May 2019 • Xuan-Son Vu, Abhishek Santra, Sharma Chakravarthy, Lili Jiang

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 for analysis.