Petroleum Engineering – Exploration
Kernel Principal Component Analysis (KPCA) in Electrical Facies Classification

Hamid Reza Okhovvat; Mohammad Ali Riahi; Afshin Akbari Dehkharghani

Volume 12, Issue 1 , January 2023

https://doi.org/10.22050/ijogst.2023.360469.1653

Abstract
  In this study, in order to facies classification, the kernel principal component analysis (KPCA) feature extraction method is used to extract new features from the measured well-logs. After applying the Principal Component Analysis (PCA), and KPCA feature extraction approaches, the classification was ...  Read More