Social Network Analysis

What is Affinity Propagation Algorithm? Affinity Propagation (AP) is an advanced clustering algorithm used in machine learning and data mining to group similar data points into clusters. Unlike traditional clustering…

Data Mining
Data Science and AI
Machine Learning
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Infomap Algorithm

April 12, 2026
Arun Prakasam

What is Infomap Algorithm? The Infomap Algorithm is a powerful method used for community detection in complexnetworks. It is based on principles from information theory, particularly the idea of compressing…

Big Data Analytics
Data Mining
Data Science and AI

Girvan–Newman Algorithm

November 7, 2025
Arun Prakasam

What is the Girvan–Newman Algorithm? The Girvan–Newman (GN) algorithm is a classic community detection method for networks (graphs). It identifies clusters (communities) by iteratively removing edges that act as “bridges”…

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