3 citations · 4 across the 4 of their papers we have counts for
5 papers
Multiclass Queue Scheduling Under Slowdown: An Approximate Dynamic Programming Approach
Jing Dong, Berk Görgülü, Vahid Sarhangian
In many service systems, especially those in healthcare, customer waiting times can result in increased service requirements. Such service slowdowns can significantly impact system…
Optimizing Hard-to-Place Kidney Allocation: A Machine Learning Approach to Center Ranking
Sean Berry, Berk Gorgulu, Sait Tunc +2
Kidney transplantation is the preferred treatment for end-stage renal disease, yet the scarcity of donors and inefficiencies in allocation systems create major bottlenecks, resulti…
Smooth Ranking SVM via Cutting-Plane Method
Erhan Can Ozcan, Berk Görgülü, Mustafa G. Baydogan +1
The most popular classification algorithms are designed to maximize classification accuracy during training. However, this strategy may fail in the presence of class imbalance sinc…
A Concurrent CNN-RNN Approach for Multi-Step Wind Power Forecasting
Syed Kazmi, Berk Gorgulu, Mucahit Cevik +1
Wind power forecasting helps with the planning for the power systems by contributing to having a higher level of certainty in decision-making. Due to the randomness inherent to met…
Explainable boosted linear regression for time series forecasting
Igor Ilic, Berk Gorgulu, Mucahit Cevik +1
Time series forecasting involves collecting and analyzing past observations to develop a model to extrapolate such observations into the future. Forecasting of future events is imp…