A novel density based community detection algorithm and its application in detecting potential biomarkers of ESCC

B Baruah, MP Dutta, S Banerjee… - Journal of Computational …, 2024 - Elsevier
The development of statistically and biologically competent Community Detection Algorithm
(CDA) is essential for extracting hidden information from massive biological datasets. This …

Dynamic local community detection algorithms

S Bakhtar, HA Harutyunyan - NOMS 2022-2022 IEEE/IFIP …, 2022 - ieeexplore.ieee.org
Recent years have witnessed the rapid growth of social network services. Real-world social
networks are huge and changing over time. Consequently, the problems in this area have …

A new fast local community detection algorithm using the number of common neighbours

S Bakhtar, HA Harutyunyan - 2021 Eighth International …, 2021 - ieeexplore.ieee.org
Recent years have witnessed the rapid growth of social network services. Consequently, the
problems in this area have become more complex. Community detection is one of the most …

Local Community Detection in Social Networks

S Bakhtar - 2022 - spectrum.library.concordia.ca
Recent years have witnessed the rapid growth of social network services and consequently
research problems investigated in this area. Community detection is one of the most …

[PDF][PDF] An improvement on the Louvain algorithm using random walks

DOD Hieu, PTH Duong - math.ac.vn
We will present improvements to famous algorithms for community detection, namely
Newman's spectral method algorithm and the Louvain algorithm. The Newman algorithm …