Clustering Dilemmas – A Study of the Request of Homogenicity within Clusters Versus Diversity Between Clusters
Data
2023
Autorzy
Tytuł czasopisma
ISSN czasopisma
Tytuł tomu
Wydawca
Wydawnictwo Politechniki Łódzkiej
Lodz University of Technology Press
Lodz University of Technology Press
Abstrakt
An interplay between the requirements of within-cluster-homogenicity
and between-clusters-diversity is investigated. It is shown that taking the requirements
of homogenicity and diversity makes the clustering an easy task,
but these requirements are rarely matched in the practise.
Opis
Słowa kluczowe
clustering, artificial intelligence, klastrowanie, sztuczna inteligencja
Cytowanie
Kłopotek M.A., Clustering Dilemmas – A Study of the Request of Homogenicity within Clusters Versus Diversity Between Clusters. W: Progress in Polish Artificial Intelligence Research 4, Wojciechowski A. (Ed.), Lipiński P. (Ed.)., Seria: Monografie Politechniki Łódzkiej Nr. 2437, Wydawnictwo Politechniki Łódzkiej, Łódź 2023, s. 95-100, ISBN 978-83-66741-92-8, doi: 10.34658/9788366741928.13.