Feature Selection for Unsupervised Machine Learning.
Gaussian mixture model
adjusted rand index
k-means
stepwise
Journal
IEEE International Conference on Smart Cloud
Titre abrégé: IEEE Int Conf Smart Cloud
Pays: United States
ID NLM: 9918804185006676
Informations de publication
Date de publication:
Sep 2023
Sep 2023
Historique:
medline:
6
5
2024
pubmed:
6
5
2024
entrez:
6
5
2024
Statut:
ppublish
Résumé
Compared to supervised machine learning (ML), the development of feature selection for unsupervised ML is far behind. To address this issue, the current research proposes a stepwise feature selection approach for clustering methods with a specification to the Gaussian mixture model (GMM) and the
Identifiants
pubmed: 38706555
doi: 10.1109/smartcloud58862.2023.00036
pmc: PMC11070246
doi:
Types de publication
Journal Article
Langues
eng