Weighted Graph Nodes Clustering via Gumbel Softmax

no code implementations • 22 Feb 2021 • Deepak Bhaskar Acharya, Huaming Zhang

Graph is a ubiquitous data structure in data science that is widely applied in social networks, knowledge representation graphs, recommendation systems, etc.

Clustering Graph Clustering +2

Community Detection Clustering via Gumbel Softmax

no code implementations • 5 May 2020 • Deepak Bhaskar Acharya, Huaming Zhang

In this paper, we propose a method of community detection clustering the nodes of various graph datasets.

Clustering Community Detection +5

Feature Selection and Extraction for Graph Neural Networks

no code implementations • 23 Oct 2019 • Deepak Bhaskar Acharya, Dr. Huaming Zhang

We propose an algorithm to rank the extracted features in the sense that when using them for the same classification problem, the accuracy goes down gradually for the extracted features within the rank 1 - 50, 51 - 100, 100 - 150, and 151 - 200.

Clustering feature selection +1