Hypc-map: A hybrid parallel community detection algorithm using information-theoretic approach

MAM Faysal, S Arifuzzaman, C Chan… - 2021 IEEE High …, 2021 - ieeexplore.ieee.org
Community detection has become an important graph analysis kernel due to the
tremendous growth of social networks and genomics discoveries. Even though there exist a …

Scalable Algorithm Design and Performance Analysis for Graph Motifs Discovery

MAM Faysal - 2023 - digitalscholarship.unlv.edu
Discovering motifs or structural patterns, such as communities, is a significant graph
application utilized for classifying groups in social and business networks, identifying similar …

Accelerating the Information-Theoretic Approach of Community Detection Using Distributed and Hybrid Memory Parallel Schemes

MAM Faysal - 2020 - scholarworks.uno.edu
There are several approaches for discovering communities in a network (graph). Despite
being approximating in nature, discovering communities based on the laws of Information …