A hybrid multiple classifier system for recognizing usual and unusual drilling events

Abstract

Up to very recently, the applications of machine learning in the oil & gas industry were limited to using a single machine learning technique to solve problems in-hand. As the complexity of the demanded tasks being increased, the single techniques proved insufficient. This gave rise to intelligent systems that are hybrids of several machine learning… (More)

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Cite this paper

@article{Esmael2012AHM, title={A hybrid multiple classifier system for recognizing usual and unusual drilling events}, author={Bilal Esmael and Angel Arnaout and Rudolf K. Fruhwirth and Gerhard Thonhauser}, journal={2012 IEEE International Instrumentation and Measurement Technology Conference Proceedings}, year={2012}, pages={1754-1758} }