Browsing HVL Open by Author "Verma, Atul Kumar"
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Bet-GAT: An Efficient Centrality-Based Graph Attention Model for Semi-Supervised Node Classification
Verma, Atul Kumar; Saxena, Rahul; Jadeja, Mahipal; Bhateja, Vikrant; Lin, Jerry Chun-Wei (Peer reviewed; Journal article, 2023)Graph Neural Networks (GNNs) have witnessed great advancement in the field of neural networks for processing graph datasets. Graph Convolutional Networks (GCNs) have outperformed current models/algorithms in accomplishing ... -
An Efficient Bet-GCN Approach for Link Prediction
Saxena, Rahul; Patil, Spandan Pankaj; Verma, Atul Kumar; Jadeja, Mahipal; Vyas, Pranshu; Bhateja, Vikrant; Lin, Jerry Chun-Wei (Peer reviewed; Journal article, 2023)The task of determining whether or not a link will exist between two entities, given the current position of the network, is called link prediction. The study of predicting and analyzing links between entities in a network ...