Instability of Classifiers on Categorical Data. - Arno Siebes; Muhammad Subianto; A. J. Feelders (ICDM, 2005)

Understanding Discrete Classifiers with a Case Study in Gene Prediction. - Muhammad Subianto; Arno Siebes (ICDM, 2007)

Recognizing Indonesian Acronym and Expansion Pairs with Supervised Learning and MapReduce. - Taufik Fuadi Abidin; Amir Mahazir; Muhammad Subianto; Khairul Munadi; Ridha Ferdhiana (Inf., 2020)

An Improved EDAS Method Based on Bipolar Neutrosophic Set and Its Application in Group Decision-Making. - Irvanizam Irvanizam; Intan Syahrini; Nawar Nabila Zi; Natasya Azzahra; Muhd Iqbal; Marzuki Marzuki; Muhammad Subianto (Appl. Comput. Intell. Soft Comput., 2021)

Interpretable machine learning approach to predict Hepatitis C virus NS5B inhibitor activity using voting-based LightGBM and SHAP. - Teuku Rizky Noviandy; Aga Maulana; Irvanizam Irvanizam; Ghazi Mauer Idroes; Nur Balqis Maulydia; Trina Ekawati Tallei; Muhammad Subianto; Rinaldi Idroes (Intell. Syst. Appl., 2025)