A fuzzy K-Means algorithm based on Fisher distribution for the identification of rock discontinuity sets

Rock discontinuities significantly impact the mechanical and hydraulic behavior of rock masses. A crucial aspect of rock engineering involves classifying discontinuities with similar orientations into groups. For this purpose, clustering algorithms, such as K-Means and Fuzzy K-Means (FKM), have been...

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Bibliographic Details

Published in:	International journal of rock mechanics and mining sciences (Oxford, England : 1997) Vol. 182; p. 105879
Main Authors:	Klen, André Monteiro, Bonduà, Stefano, Kasmaeeyazdi, Sara, Lana, Milene Sabino, Menezes, Danielle Aparecida de, Carvalho, Pedro Gabriel de
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.10.2024
Subjects:	Fuzzy K-Means algorithm Open-pit iron mine Orientation analysis Rock discontinuity sets Rock mass characterization Fuzzy K-Means algorithm Open-pit iron mine Orientation analysis Rock discontinuity sets Rock mass characterization
ISSN:	1365-1609
Online Access:	Get full text
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