Vol. 2026 No. 2: Journal of Data Sciences

Articles

• Multi-Objective Optimization in Machine Learning for Balancing Accuracy, Fairness and Efficiency

  Timur Dali Purwanto, Marwan Alshar'e, Anjali Bhardwaj, Jyoti Mohur

  152 - 167

  • 2026_0203

• Uncertainty-Aware Machine Learning for Reliable Decision-Making in Data-Driven Systems

  Evi Yulianingsih, Elmar B. Noche, Veerendra Yadav, Deepika Sharma

  112 - 131

  • 2026_0201

• Learning Under Extreme Class Imbalance: A Comparative Study of Algorithmic and Data-Level Solutions

  Tamsir Ariyadi, Elmar B. Noche, Nisha Pandey, Vivek Kumar Sinha

  168 - 182

  • 2026_0204

• Scalable AutoML Frameworks for End-to-End Optimization of Data Science Workflows

  Devi Udariansyah, Marwan Alshar'e, Puneet Kumar Yadav, Arjit Tomar

  132 - 151

  • 2026_0202