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Oktaviani, Nia and Noche, Elmar B. and Patil, Sonal Mohanrao and Dhumal, Yashomati R. (2026) Evaluating Data-Centric Optimization Strategies for Improving Machine Learning Generalization. Journal of Data Science, 2026 (12). pp. 200-217. ISSN 2805-5160
., Isnawijayani and Noche, Elmar B. and Sood, Yamini and Kumar, Dinesh (2026) Human-in-the-Loop Data Science: Enhancing Model Performance Through Interactive Learning Mechanisms. Journal of Data Science, 2026 (11). pp. 183-199. ISSN 2805-5160
Ariyadi, Tamsir and Noche, Elmar B. and Pandey, Nisha and Sinha, Vivek Kumar (2026) Learning Under Extreme Class Imbalance: A Comparative Study of Algorithmic and Data-Level Solutions. Journal of Data Science, 2026 (10). pp. 168-182. ISSN 2805-5160