A New Approach for Next Day Load Forecasting Integrating Artificial Neural Network Model with Weighted Frequency Bin Blocks. - Mehmet Kurban; U. Basaran Filik (ICONIP (2), 2007)

Short-term wind speed prediction using several artificial neural network approaches in Eskisehir. - Mert Alper Duran; Ümmühan Basaran Filik (INISTA, 2015)

A Multi-objective Energy Management of Residential HVAC Loads. - Oguzkagan Aliç; Ümmühan Basaran Filik (INISTA, 2021)

A hybrid deep learning model for discrimination of physical disturbance and cyber-attack detection in smart grid. - Kübra Bitirgen; Ümmühan Basaran Filik (Int. J. Crit. Infrastructure Prot., 2023)

Markov game based on reinforcement learning solution against cyber-physical attacks in smart grid. - Kübra Bitirgen; Ümmühan Basaran Filik (Expert Syst. Appl., 2024)