Coupling NCA Dimensionality Reduction with Machine Learning in Multispectral Rock Classification Problems

Coupling NCA Dimensionality Reduction with Machine Learning in Multispectral Rock Classification Problems

Though multitudes of industries depend on the mining industry for resources, this industry has taken hits in terms of declining mineral ore grades and its current use of traditional, time-consuming and computationally costly rock and mineral identification methods. Therefore, this paper proposes int...

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Bibliographic Details
Main Authors: Brian Bino Sinaice, Narihiro Owada, Mahdi Saadat, Hisatoshi Toriya, Fumiaki Inagaki, Zibisani Bagai, Youhei Kawamura
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Minerals
Subjects:
hyperspectral imaging
multispectral imaging
dimensionality reduction
neighbourhood component analysis
artificial intelligence
machine learning
Online Access:https://www.mdpi.com/2075-163X/11/8/846

Internet

https://www.mdpi.com/2075-163X/11/8/846

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