A Basic Level Category Analysis with Commonsense Question Answering
A Basic Level Category Analysis with Commonsense Question Answering — Department of Electrical and Electronics Engineering, Bilkent University.
Projects
Machine Learning Based Spatio-Temporal Prediction System for Traffic Accidents
Machine Learning Based Spatio-Temporal Prediction System for Traffic Accidents — Department of Electrical and Electronics Engineering, Bilkent University.
Wind Energy Production Prediction
Wind Energy Production Prediction — Department of Electrical and Electronics Engineering, Bilkent University.
A forecasting system for total electric consumption plays a prominent role in the electric generation market. Moreover, creating a precise forecast system is a hot topic for many high-tech companies. To this end, our goal is to forecast hourly total electrical energy consumption in Spain with regression models, which are Linear Regression, Decision Tree, and AdaBoost. The machine learning models are coded without library support.