73 citations · 73 across the 3 of their papers we have counts for
3 papers
Integrated Optimization of Predictive and Prescriptive Tasks
Mehmet Kolcu, Alper E. Murat
In traditional machine learning techniques, the degree of closeness between true and predicted values generally measures the quality of predictions. However, these learning algorit…
Process Knowledge Driven Change Point Detection for Automated Calibration of Discrete Event Simulation Models Using Machine Learning
Suleyman Yildirim, Alper Ekrem Murat, Murat Yildirim +1
Initial development and subsequent calibration of discrete event simulation models for complex systems require accurate identification of dynamically changing process characteristi…
Two-Stage Stochastic Choice Modeling Approach for Electric Vehicle Charging Station Network Design in Urban Communities
Seyed Sajjad Fazeli, Saravanan Venkatachalam, Ratna Babu Chinnam +1
Electric vehicles (EVs) provide a cleaner alternative that not only reduces greenhouse gas emissions but also improves air quality and reduces noise pollution. The consumer market…