Article

Babikir, Ismailalwali and Latiff, Abdul Halim Abdul and Hassan, N.N. Anis Amalina N.M. and Alakbari, Fahd Saeed (2026) Comparative analysis of traditional machine learning and deep learning for seismic facies classification using F3 data from the Dutch North Sea. Journal of Applied Geophysics, 250. ISSN 09269851

Hossain, Touhid Mohammad and Hermana, Maman and Olutoki, John Oluwadamilola and Yerima, Abdulrasheed Ibrahim and Babikir, Ismailalwali (2026) Sand Probability Estimation from Seismic Data Using Non-deterministic XGB. Lecture Notes in Civil Engineering, 728 LN. 309 - 318. ISSN 23662557

Babikir, Ismailalwali and Latiff, Abdul Halim Abdul and Jamaludin, Siti Nur Fathiyah and Salman, Nurul Fatin Izzatie and Ismail, Amir (2026) Seismic facies analysis of the carbonate reefs of the dangerous grounds, South China Sea: new insights from broadband seismic data. Acta Geophysica, 74 (2). ISSN 18956572

Babikir, Ismailalwali and Elsaadany, Mohamed (2025) Machine learning-based seismic characterization of deepwater turbidites in the Dangerous Grounds area, Northwest Sabah, offshore Malaysia. Acta Geophysica, 73 (1). 379 - 391. ISSN 18956572

Babikir, Ismailalwali and Latiff, Abdul Halim Abdul and Elsaadany, Mohamed and Pratama, Hadyan and Sajid, Muhammad and Sahad, Salbiah Mad and Ishak, Muhammad Anwar and Laudon, Carolan (2024) Correction to: Enhancing machine learning-based seismic facies classification through attribute selection: application to 3D seismic data from the Malay and Sabah Basins, offshore Malaysia (Geomechanics and Geophysics for Geo-Energy and Geo-Resources, (2024), 10, 1, (138), 10.1007/s40948-024-00846-x). Geomechanics and Geophysics for Geo-Energy and Geo-Resources, 10 (1). ISSN 23638419

Babikir, Ismailalwali and Abdul Latiff, Abdul Halim and Elsaadany, Mohamed and Pratama, Hadyan and Sajid, Muhammad and Mad Sahad, Salbiah and Ishak, Muhammad Anwar and Laudon, Carolan (2024) Enhancing machine learning-based seismic facies classification through attribute selection: application to 3D seismic data from the Malay and Sabah Basins, offshore Malaysia. Geomechanics and Geophysics for Geo-Energy and Geo-Resources, 10 (1). ISSN 23638419

Asfha, Dejen Teklu and Latiff, Abdul Halim Abdul and Otchere, Daniel Asante and Tackie-Otoo, Bennet Nii and Babikir, Ismailalwali and Rafi, Muhammad and Riyadi, Zaky Ahmad and Putra, Ahmad Dedi and Adeniyi, Bamidele Abdulhakeem (2024) Mechanisms of sand production, prediction�a review and the potential for fiber optic technology and machine learning in monitoring. Journal of Petroleum Exploration and Production Technology, 14 (10). 2577 - 2616. ISSN 21900558

Alakbari, Fahd Saeed and Mahmood, Syed Mohammad and Bamumen, Salem Saleh and Tsegab, Haylay and Hagar, Haithm Salah and Babikir, Ismailalwali and Darkwah-Owusu, Victor (2024) New and Highly Accurate Static Young�s Modulus Model Using Machine Learning Techniques. ACS Omega. ISSN 24701343

Islam, Md Mahmodul and Babikir, Ismailalwali and Elsaadany, Mohamed and Elkurdy, Sami and Siddiqui, Numair A. and Akinyemi, Oluwaseun Daniel (2023) Application of a Pre-Trained CNN Model for Fault Interpretation in the Structurally Complex Browse Basin, Australia. Applied Sciences (Switzerland), 13 (20). ISSN 20763417

Babikir, Ismailalwali and Elsaadany, Mohamed and Sajid, Muhammad and Laudon, Carolan (2023) On the training sample size and classification performance: An experimental evaluation in seismic facies classification. Geoenergy Science and Engineering, 226. ISSN 29498910

Babikir, Ismailalwali and Salim, Ahmed Mohamed Ahmed and Hermana, Maman and Latiff, Abdul Halim Abdul and Al-Masgari, Abd Al-Salam (2022) Characterizing the subsea Pleistocene fluvial system of the Sunda shelf, offshore Malaysia, using multiattribute corendering and self-organizing maps. Interpretation, 10 (2). ISSN 23248858

Babikir, Ismailalwali and Elsaadany, Mohamed and Sajid, Muhammad and Laudon, Carolan (2022) Evaluation of principal component analysis for reducing seismic attributes dimensions: Implication for supervised seismic facies classification of a fluvial reservoir from the Malay Basin, offshore Malaysia. Journal of Petroleum Science and Engineering, 217. ISSN 09204105

Al-Masgari, Abd Al-Salam and Elsaadany, Mohamed and Rahman, Abdul Hadi Bin Abd and Hermana, Maman and Latiff, Abdul Halim Abdul and Babikir, Ismailalwali and Adeleke, Teslim Oyediran and Imran, Qazi Sohail and Appiah, Nicholas (2021) A GUIDELINE FOR SEISMIC SEQUENCE STRATIGRAPHY INTERPRETATION. ARPN Journal of Engineering and Applied Sciences, 16 (2). 165 - 183. ISSN 18196608

Al-Masgari, Abd Al-Salam and Elsaadany, Mohamed and Siddiqui, Numair A. and Abdul Latiff, Abdul Halim and Bakar, Azli Abu and Elkurdy, Sami and Hermana, Maman and Babikir, Ismailalwali and Imran, Qazi Sohail and Adeleke, Teslim (2021) Geomorphological geometries and high-resolution seismic sequence stratigraphy of malay basin�s fluvial succession. Applied Sciences (Switzerland), 11 (11). ISSN 20763417

Al-Masgari, Abd Al-Salam and Elsaadany, Mohamed and Latiff, Abdul Halim Abdul and Hermana, Maman and Hamzah, Umar Bin and Babikir, Ismailalwali and Adeleke, Teslim and Imran, Qazi Sohail and Al-Bared, Mohammed Ali Mohammed (2021) Seismic sequence stratigraphic sub-division using well logs and seismic data of Taranaki Basin, New Zealand. Applied Sciences (Switzerland), 11 (3). 1 - 21. ISSN 20763417

Almasgari, Abd Alsalam and Elsaadany, Mohamed and Latiff, Abdul Halim Abdul and Hermana, Maman and Rahman, Abdul Hadi Bin Abd and Babikir, Ismailalwali and Imran, Qazi Sohail and Appiah, Nicholas Fogne and Adeleke, Teslim Oyediran (2020) Application of seismic attributes to delineate the geological features of the malay basin. Bulletin of the Geological Society of Malaysia, 69. 97 - 110. ISSN 01266187

Conference or Workshop Item

Amalina, N.N. Anis and Hassan, N.M. and Jamaludin, S.N. Fathiyah and Salman, Nurul Fatin Izzatie and Babikir, Ismailalwali and Daud, M. Fahmi Mat (2024) Mapping of Karst Using Deep Learning Method: A Case Study in Central Luconia, Sarawak. In: UNSPECIFIED.

Babikir, Ismailalwali and Elsaadany, Mohamed and Hermana, Maman and Latiff, Abdul Halim Abdul and Sajid, Muhammad and Laudon, Carrie (2022) Feature selection for seismic facies classification of a fluvial reservoir: pushing the limits of spectral decomposition beyond the routine red-green-blue color blend. In: UNSPECIFIED.

Al-Masgari, Abd Al-Salam and Elsaadany, Mohamed and Siddiqui, Numair A. and Latiff, Abdul Halim Abdul and Abubakar, Azli and Imran, Qazi Sohai and Babikir, Ismailalwali and Khan, Muhammad and Adeleke, Teslim (2022) Potential stratigraphic traps delineation utilizing the spectral decomposition approach for RGB color blending attribute generation: a case study in the Malay Basin. In: UNSPECIFIED.

Babikir, Ismailalwali and Salim, Ahmed and Hermana, Maman and Latiff, Abdul Halim Abdul and Almasgari, Abdalsalam (2020) Multiattribute analysis of a pleistocene fluvial system using RGB color blending and self-organizing maps. In: UNSPECIFIED.