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Pattern discovery and disentanglement on relational datasets

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 transpar...

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Detalles Bibliográficos
Autores principales: Wong, Andrew K. C., Zhou, Pei-Yuan, Butt, Zahid A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7952710/
https://www.ncbi.nlm.nih.gov/pubmed/33707478
http://dx.doi.org/10.1038/s41598-021-84869-4