Incremental Interval Type-2 Fuzzy Clustering of Data Streams using Single Pass Method

Data Streams create new challenges for fuzzy clustering algorithms, specifically Interval Type-2 Fuzzy C-Means (IT2FCM). One problem associated with IT2FCM is that it tends to be sensitive to initialization conditions and therefore, fails to return global optima. This problem has been addressed by o...

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Detalles Bibliográficos
Autores principales: Qaiyum, Sana, Aziz, Izzatdin, Hasan, Mohd Hilmi, Khan, Asif Irshad, Almalawi, Abdulmohsen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7309007/
https://www.ncbi.nlm.nih.gov/pubmed/32517018
http://dx.doi.org/10.3390/s20113210

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7309007/
https://www.ncbi.nlm.nih.gov/pubmed/32517018
http://dx.doi.org/10.3390/s20113210

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