Epistemic Uncertainty and Model Transparency in Rock Facies Classification using Monte Carlo Dropout Deep Learning

Epistemic Uncertainty and Model Transparency in Rock Facies Classification using Monte Carlo Dropout Deep Learning

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Main Authors: Hossain, Touhid Mohammad, Hermana, Maman, Abdulkadir, Said Jadid
Format: Article
Published: IEEE 2023
Online Access:http://scholars.utp.edu.my/id/eprint/37167/
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Institution: Universiti Teknologi Petronas
id oai:scholars.utp.edu.my:37167
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spelling oai:scholars.utp.edu.my:371672023-09-07T04:27:29Z http://scholars.utp.edu.my/id/eprint/37167/ Epistemic Uncertainty and Model Transparency in Rock Facies Classification using Monte Carlo Dropout Deep Learning Hossain, Touhid Mohammad Hermana, Maman Abdulkadir, Said Jadid IEEE 2023 Article NonPeerReviewed Hossain, Touhid Mohammad and Hermana, Maman and Abdulkadir, Said Jadid (2023) Epistemic Uncertainty and Model Transparency in Rock Facies Classification using Monte Carlo Dropout Deep Learning. IEEE Access.
institution Universiti Teknologi Petronas
building UTP Resource Centre
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Petronas
content_source UTP Institutional Repository
url_provider http://eprints.utp.edu.my/
format Article
author Hossain, Touhid Mohammad
Hermana, Maman
Abdulkadir, Said Jadid
spellingShingle Hossain, Touhid Mohammad
Hermana, Maman
Abdulkadir, Said Jadid
Epistemic Uncertainty and Model Transparency in Rock Facies Classification using Monte Carlo Dropout Deep Learning
author_facet Hossain, Touhid Mohammad
Hermana, Maman
Abdulkadir, Said Jadid
author_sort Hossain, Touhid Mohammad
title Epistemic Uncertainty and Model Transparency in Rock Facies Classification using Monte Carlo Dropout Deep Learning
title_short Epistemic Uncertainty and Model Transparency in Rock Facies Classification using Monte Carlo Dropout Deep Learning
title_full Epistemic Uncertainty and Model Transparency in Rock Facies Classification using Monte Carlo Dropout Deep Learning
title_fullStr Epistemic Uncertainty and Model Transparency in Rock Facies Classification using Monte Carlo Dropout Deep Learning
title_full_unstemmed Epistemic Uncertainty and Model Transparency in Rock Facies Classification using Monte Carlo Dropout Deep Learning
title_sort epistemic uncertainty and model transparency in rock facies classification using monte carlo dropout deep learning
publisher IEEE
publishDate 2023
url http://scholars.utp.edu.my/id/eprint/37167/
_version_ 1778164799415255040

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