3 citations · 4 across the 4 of their papers we have counts for
3 papers · 1 filter
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…