SimKit

Plug-in for Neo4j containing user-defined procedures

• Similarity graph
• Laplacian eigendecomposition graph
• K-means clustering

About

Methodology

Procedure Stack

Features

SimKit contains ... procedures, which read CSV files, map nodes, generate ... similarity graphs using .. different distance measures, generate laplacian eigendecomposed graph, perform K-means clustering, and validate the clustering with silhouette coefficient.

Procedures to

---> map data into Neo4j Nodes

---> generate Similarity graph

---> generate Laplacian eigendecomposed graph

---> perform K-means clustering and validate it with silhouette coefficient

Data (check wiki)

• Dataset 1 - Iris

--> K-means clustering on iris dataset
--> Spectral clustering on iris dataset

• [Dataset 2 - Madelon]

• [Dataset 3 - CORA]

• [Dataset 4 - 20newsgroups]