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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
Putra, Ade and Noche, Elmar B. and Gabhane, Diksha and Yeole, Abhay (2026) Robust Evaluation Metrics for Assessing Machine Learning Performance Beyond Accuracy. Journal of Data Science, 2026 (16). pp. 272-291. ISSN 2805-5160
