Comparison of intelligent and statistical clustering approaches to predicting total organic carbon using intelligent systems

We propose a two-step approach in predicting Total Organic Carbon (TOC) content from well log data. Initially, the well log data are classified into a set of electrofacies (EF). This classification does not require any further subdivision of the dataset but follows naturally based on the unique char...

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Bibliographic Details
Main Authors: Kadkhodaie, Ali, Sfidari, E., Najjari, S.
Format: Journal Article
Published: 2012
Online Access:http://hdl.handle.net/20.500.11937/10115