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Author

Aga Maulana

Observed name: A Maulana
ORCID: 0000-0003-1549-2936
Observed ORCID: 0000-0003-1549-2936
OpenAlex ID: A5072234766
Student Perspectives on the Role of Artificial Intelligence in Education: A Survey-Based Analysis
2023 · Ghazi Mauer Idroes, Teuku Rizky Noviandy, et al. · Journal of Educational Management and Learning · 103
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Synthesis of Chitosan-Silver Nanoparticle Composite Spheres and Their Antimicrobial Activities
2021 · Erisna Mirda, Rinaldi Idroes, et al. · Polymers · 101
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Credit Card Fraud Detection for Contemporary Financial Management Using XGBoost-Driven Machine Learning and Data Augmentation Techniques
2023 · Teuku Rizky Noviandy, Ghalieb Mutig Idroes, et al. · Indatu Journal of Management and Accounting · 79
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Machine Learning Approach for Diabetes Detection Using Fine-Tuned XGBoost Algorithm
2023 · Aga Maulana, Farassa Rani Faisal, et al. · Infolitika Journal of Data Science · 62
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QSAR Classification of Beta-Secretase 1 Inhibitor Activity in Alzheimer's Disease Using Ensemble Machine Learning Algorithms
2023 · Teuku Rizky Noviandy, Aga Maulana, et al. · Heca Journal of Applied Sciences · 59
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Integrating Genetic Algorithm and LightGBM for QSAR Modeling of Acetylcholinesterase Inhibitors in Alzheimer's Disease Drug Discovery
2023 · Teuku Rizky Noviandy, Aga Maulana, et al. · Malacca Pharmaceutics · 51
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Ensemble Machine Learning Approach for Quantitative Structure Activity Relationship Based Drug Discovery: A Review
2023 · Teuku Rizky Noviandy, Aga Maulana, et al. · Infolitika Journal of Data Science · 45
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An Explainable Multi-Model Stacked Classifier Approach for Predicting Hepatitis C Drug Candidates
2024 · Teuku Rizky Noviandy, Aga Maulana, et al. · Sci · 44
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TeutongNet: A Fine-Tuned Deep Learning Model for Improved Forest Fire Detection
2023 · Ghazi Mauer Idroes, Aga Maulana, et al. · Leuser Journal of Environmental Studies · 42
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Application of Genetic Algorithm-Multiple Linear Regression and Artificial Neural Network Determinations for Prediction of Kovats Retention Index
2021 · Rinaldi Idroes, Teuku Rizky Noviandy, et al. · International Review on Modelling and Simulations (IREMOS) · 38
Evaluation of atopic dermatitis severity using artificial intelligence
2023 · Aga Maulana, Teuku R. Noviandy, et al. · Narra J · 34
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Leveraging Artificial Intelligence to Predict Student Performance: A Comparative Machine Learning Approach
2023 · Aga Maulana, Ghazi Mauer Idroes, et al. · Journal of Educational Management and Learning · 34
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Application of Fuzzy Support Vector Regression to Predict the Kovats Retention Indices of Flavors and Fragrances
2022 · Mariza Agustia, Teuku Rizky Noviandy, et al. · 33
Evaluation of Gradient Boosted Classifier in Atopic Dermatitis Severity Score Classification
2023 · Rivansyah Suhendra, Suryadi Suryadi, et al. · Heca Journal of Applied Sciences · 32
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QSAR-Based Stacked Ensemble Classifier for Hepatitis C NS5B Inhibitor Prediction
2023 · Teuku Rizky Noviandy, Aga Maulana, et al. · International Conference on Computer System, Information Technology, and Electrical Engineering (COSITE) · 32
Deep Learning-Based Bitcoin Price Forecasting Using Neural Prophet
2023 · Teuku Rizky Noviandy, Aga Maulana, et al. · Ekonomikalia Journal of Economics · 32
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Prediction of Kovats Retention Indices for Fragrance and Flavor using Artificial Neural Network
2020 · Aga Maulana, Teuku Rizky Noviandy, et al. · 31
Urban Air Quality Classification Using Machine Learning Approach to Enhance Environmental Monitoring
2023 · Ghazi Mauer Idroes, Teuku Rizky Noviandy, et al. · Leuser Journal of Environmental Studies · 30
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Optimizing University Admissions: A Machine Learning Perspective
2023 · Aga Maulana, Teuku Rizky Noviandy, et al. · Journal of Educational Management and Learning · 29
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Embrace, Don’t Avoid: Reimagining Higher Education with Generative Artificial Intelligence
2024 · Teuku Rizky Noviandy, Aga Maulana, et al. · Journal of Educational Management and Learning · 27
Interpretable machine learning approach to predict Hepatitis C virus NS5B inhibitor activity using voting-based LightGBM and SHAP
2025 · Teuku Rizky Noviandy, Aga Maulana, et al. · Intelligent Systems with Applications · 24
Predicting Obesity Levels with High Accuracy: Insights from a CatBoost Machine Learning Model
2024 · Aga Maulana, Razief Perucha Fauzie Afidh, et al. · Infolitika Journal of Data Science · 23
Retention Index Prediction of Flavor and Fragrance by Multiple Linear Regression and the Genetic Algorithm
2019 · Rinaldi Idroes, Teuku Rizky Noviandy, et al. · International Review on Modelling and Simulations (IREMOS) · 22
Molecular docking study of fatty acids from Pliek U Oil in the inhibition of SARS-CoV-2 protein and enzymes
2021 · K Khairan, R Idroes, et al. · IOP Conference Series Materials Science and Engineering · 20
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A Genetic Algorithm to Determine Research Consultation Schedules in Campus Environment
2020 · R Idroes, A Maulana, et al. · IOP Conference Series Materials Science and Engineering · 20
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Works count: 52
Citation count: 1,263
H-index: 22
I10-index: 36
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