Multiview Deep Graph Infomax to Achieve Unsupervised Graph Embedding.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on cybernetics"
DOI: 10.1109/tcyb.2022.3163721
Abstract: Unsupervised graph embedding aims to extract highly discriminative node representations that facilitate the subsequent analysis. Converging evidence shows that a multiview graph provides a more comprehensive relationship between nodes than a single-view graph to capture… read more here.
Keywords: node representations; multiview deep; graph; unsupervised graph ... See more keywords
Uncertainty-Aware Multiview Deep Learning for Internet of Things Applications
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2022.3206343
Abstract: As an essential approach in many Internet of Things (IoT) applications, multiview learning synthesizes multiple features to achieve more comprehensive descriptions of data items. Most of the previous studies on multiview learning have been dedicated… read more here.
Keywords: multiview deep; multiview; evidence; deep learning ... See more keywords