A Basic Level Category Analysis with Commonsense Question Answering
Published:
A Basic Level Category Analysis with Commonsense Question Answering — Department of Electrical and Electronics Engineering, Bilkent University.
Projects
Wind Energy Production Prediction
Published:
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. 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.
Machine Learning Based Spatio-Temporal Prediction System for Traffic Accidents
Published:
Machine Learning Based Spatio-Temporal Prediction System for Traffic Accidents — Department of Electrical and Electronics Engineering, Bilkent University.
Smart Weaning of Mechanical Circulatory Support Devices with Offline Reinforcement Learning
Published:
Smart Weaning of Mechanical Circulatory Support Devices with Offline Reinforcement Learning — Rose Lab, University of California, San Diego.