Credit card fraud detection for contemporary financial management using XGBoost-driven machine learning and data augmentation techniques TR Noviandy, GM Idroes, A Maulana, I Hardi, ES Ringga, R Idroes Indatu Journal of Management and Accounting 1 (1), 29-35, 2023 | 58 | 2023 |
Synthesis of chitosan-silver nanoparticle composite spheres and their antimicrobial activities E Mirda, R Idroes, K Khairan, TE Tallei, M Ramli, N Earlia, A Maulana, ... Polymers 13 (22), 3990, 2021 | 50 | 2021 |
Student perspectives on the role of artificial intelligence in education: A survey-based analysis GM Idroes, TR Noviandy, A Maulana, I Irvanizam, R Idroes Journal of Educational Management and Learning 1 (1), 2023 | 49 | 2023 |
QSAR classification of beta-secretase 1 inhibitor activity in Alzheimer's disease using ensemble machine learning algorithms TR Noviandy, A Maulana, TB Emran, GM Idroes, R Idroes Heca Journal of Applied Sciences 1 (1), 1-7, 2023 | 49 | 2023 |
Application of genetic algorithm-multiple linear regression and artificial neural network determinations for prediction of Kovats retention index R Idroes, TR Noviandy, A Maulana, R Suhendra, NR Sasmita, M Muslem, ... International Review on Modelling and Simulations (IREMOS) 14 (2), 137, 2021 | 44 | 2021 |
Integrating genetic algorithm and LightGBM for QSAR modeling of acetylcholinesterase inhibitors in Alzheimer's disease drug discovery TR Noviandy, A Maulana, GM Idroes, NB Maulydia, M Patwekar, ... Malacca Pharmaceutics 1 (2), 48-54, 2023 | 41 | 2023 |
TeutongNet: A fine-tuned deep learning model for improved forest fire detection GM Idroes, A Maulana, R Suhendra, A Lala, T Karma, F Kusumo, ... Leuser Journal of Environmental Studies 1 (1), 1-8, 2023 | 37 | 2023 |
Machine learning approach for diabetes detection using fine-tuned XGBoost algorithm A Maulana, FR Faisal, TR Noviandy, T Rizkia, GM Idroes, TE Tallei, ... Infolitika Journal of Data Science 1 (1), 1-7, 2023 | 35 | 2023 |
The Prediction of Kovats Retention Indices of Essential Oils at Gas Chromatography Using Genetic Algorithm-Multiple Linear Regression and Support Vector Regression TR Noviandy, A Maulana, NR Sasmita, R Suhendra, I Irvanizam, ... Journal of Engineering Science and Technology 17 (1), 306-326, 2022 | 35 | 2022 |
QSAR-based stacked ensemble classifier for hepatitis C NS5B inhibitor prediction TR Noviandy, A Maulana, GM Idroes, I Irvanizam, M Subianto, R Idroes 2023 2nd International Conference on Computer System, Information Technology …, 2023 | 30 | 2023 |
Ensemble machine learning approach for quantitative structure activity relationship based drug discovery: A Review TR Noviandy, A Maulana, GM Idroes, TB Emran, TE Tallei, Z Helwani, ... Infolitika Journal of Data Science 1 (1), 32-41, 2023 | 29 | 2023 |
Application of Fuzzy Support Vector Regression to Predict the Kovats Retention Indices of Flavors and Fragrances M Agustia, TR Noviandy, A Maulana, R Suhendra, M Muslem, ... 2022 International Conference on Electrical Engineering and Informatics …, 2022 | 27 | 2022 |
Deep learning-based bitcoin price forecasting using neural prophet TR Noviandy, A Maulana, GM Idroes, R Suhendra, M Adam, A Rusyana, ... Ekonomikalia Journal of Economics 1 (1), 19-25, 2023 | 26 | 2023 |
Retention index prediction of flavor and fragrance by multiple linear regression and the genetic algorithm R Idroes, TR Noviandy, A Maulana, R Suhendra, NR Sasmita, M Muslem, ... Int Rev Model Simulations 12, 373, 2019 | 26 | 2019 |
Evaluation of gradient boosted classifier in atopic dermatitis severity score classification R Suhendra, S Suryadi, N Husdayanti, A Maulana, TR Noviandy, ... Heca Journal of Applied Sciences 1 (2), 54-61, 2023 | 25 | 2023 |
Prediction of kovats retention indices for fragrance and flavor using artificial neural network A Maulana, TR Noviandy, R Idroes, NR Sasmita, R Suhendra, I Irvanizam 2020 International Conference on Electrical Engineering and Informatics …, 2020 | 24 | 2020 |
Optimizing university admissions: A machine learning perspective A Maulana, TR Noviandy, NR Sasmita, M Paristiowati, R Suhendra, ... Journal of Educational Management and Learning 1 (1), 1-7, 2023 | 23 | 2023 |
A genetic algorithm to determine research consultation schedules in campus environment R Idroes, A Maulana, TR Noviandy, R Suhendra, NR Sasmita, A Lala IOP Conference Series: Materials Science and Engineering 796 (1), 012033, 2020 | 18 | 2020 |
Urban air quality classification using machine learning approach to enhance environmental monitoring GM Idroes, TR Noviandy, A Maulana, Z Zahriah, S Suhendrayatna, ... Leuser Journal of Environmental Studies 1 (2), 62-68, 2023 | 17 | 2023 |
Molecular docking study of fatty acids from Pliek U Oil in the inhibition of SARS-CoV-2 protein and enzymes K Khairan, R Idroes, SG Tumilaar, TE Tallei, GM Idroes, F Rahmadhany, ... IOP Conference Series: Materials Science and Engineering 1087 (1), 012058, 2021 | 14 | 2021 |