Article

Rahma Putra, M.H. and Hermana, M. and Yogi, I.B.S. and Hossain, T.M. and Abdurrachman, M.F. and Kadir, S.J.A. (2024) Reservoir porosity assessment and anomaly identification from seismic attributes using Gaussian process machine learning. Earth Science Informatics, 17 (2). pp. 1315-1327.

Hossain, T.M. and Hermana, M. and Abdulkadir, S.J. (2023) Epistemic Uncertainty and Model Transparency in Rock Facies Classification Using Monte Carlo Dropout Deep Learning. IEEE Access, 11. pp. 89349-89358. ISSN 21693536

Refael, R. and Hermana, M. and Hossain, T.M. (2022) Optimization of Amplitude Versus Offset Attributes for Lithology and Hydrocarbon Indicators Using Recurrent Neural Network. Natural Resources Research, 31 (5). pp. 2505-2522. ISSN 15207439

Meraj, S.T. and Rahman, M.S.A. and Yahaya, N.Z. and Ker, P.J. and Hossain, T.M. and Hossain Lipu, M.S. and Muttaqi, K.M. and Hannan, M.A. (2022) A Pencil Shaped 9-Level Multilevel Inverter With Voltage Boosting Ability: Configuration and Experimental Investigation. IEEE Access, 10. pp. 111310-111321. ISSN 21693536

Hossain, T.M. and Hermana, M. and Jaya, M.S. and Sakai, H. and Abdulkadir, S.J. (2022) Uncertainty Quantification in Classifying Complex Geological Facies Using Bayesian Deep Learning. IEEE Access, 10. pp. 113767-113777. ISSN 21693536

Rahaman, M.S.A. and Islam, J. and Watada, J. and Vasant, P. and Alhitmi, H.K. and Hossain, T.M. (2021) Artificial intelligence approach to total organic carbon content prediction in shale gas reservoir using well logs: A review. International Journal of Innovative Computing, Information and Control, 17 (2). pp. 539-563. ISSN 13494198

Hossain, T.M. and Watada, J. and Aziz, I.A. and Hermana, M. and Meraj, S.T. and Sakai, H. (2021) Lithology prediction using well logs: A granular computing approach. International Journal of Innovative Computing, Information and Control, 17 (1). pp. 225-244. ISSN 13494198

Hossain, T.M. and Watada, J. and Aziz, I.A. and Hermana, M. (2020) Machine learning in electrofacies classification and subsurface lithology interpretation: A rough set theory approach. Applied Sciences (Switzerland), 10 (17). ISSN 20763417

Hossain, T.M. and Watada, J. and Jian, Z. and Sakai, H. and Rahman, S. and Aziz, I.A. (2020) Missing well log data handling in complex lithology prediction: An nis apriori algorithm approach. International Journal of Innovative Computing, Information and Control, 16 (3). pp. 1077-1091. ISSN 13494198

Conference or Workshop Item

Hossain, T.M. and Wataada, J. and Hermana, M. and Aziz, I.A. (2020) Supervised Machine Learning in Electrofacies Classification: A Rough Set Theory Approach. In: UNSPECIFIED.

Hossain, T.M. and Watada, J. and Hermana, M. and Shukri, S.R.B.M. and Sakai, H. (2018) A Rough Set Based Rule Induction Approach to Geoscience Data. In: UNSPECIFIED.