Louvain Algorithm

Python Programming Learning Circle

Nov 22, 2024 · Artificial Intelligence

Introducing the Python "communities" Library for Graph Clustering and Visualization

This article introduces the Python "communities" library, explains its support for multiple graph clustering algorithms such as Louvain and Girvan‑Newman, demonstrates how to import algorithms, build adjacency matrices, visualize communities, create animation of the clustering process, and provides author and resource information.

Graph ClusteringLouvain AlgorithmMachine Learning

0 likes · 7 min read

Introducing the Python "communities" Library for Graph Clustering and Visualization

58 Tech

Dec 14, 2021 · Artificial Intelligence

Unsupervised Community Detection for Black‑Market Identification Using the Louvain Algorithm

This article presents an unsupervised community‑discovery approach based on the Louvain algorithm to identify black‑market accounts, describing the threat landscape, system architecture, algorithmic principles, optimizations, experimental results, and future directions for improving risk detection in large‑scale online services.

Louvain Algorithmbig-datablack market

0 likes · 10 min read

Unsupervised Community Detection for Black‑Market Identification Using the Louvain Algorithm

DataFunTalk

Oct 8, 2020 · Artificial Intelligence

Community Detection in Graphs: Granovetter's Theory, Louvain Algorithm, and Overlapping Communities with BigCLAM

This article explains the concept of communities in graphs, illustrates Granovetter's weak tie theory, introduces the Louvain algorithm for modularity‑based community detection, and presents the overlapping‑community detection method BigCLAM built on the Community Affiliation Graph Model.

BigCLAMLouvain Algorithmcommunity-detection

0 likes · 8 min read

Community Detection in Graphs: Granovetter's Theory, Louvain Algorithm, and Overlapping Communities with BigCLAM