Pattern discovery and disentanglement on relational datasets

Abstract Machine Learning has made impressive advances in many applications akin to human cognition for discernment. However, success has been limited in the areas of relational datasets, particularly for data with low volume, imbalanced groups, and mislabeled cases, with outputs that typically lack...

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Bibliographic Details
Main Authors: Andrew K. C. Wong, Pei-Yuan Zhou, Zahid A. Butt
Format: Article
Language:English
Published: Nature Publishing Group 2021-03-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-84869-4