Safa Onur Sahin

12 papers Journal 5Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	An end-to-end optimized feature specific data imputation for recurrent neural networks under missing data. Digit. Signal Process. Safa Onur Sahin, Suleyman Serdar Kozat
2024	J	`jnl`	Nonlinear Regression With Hierarchical Recurrent Neural Networks Under Missing Data. IEEE Trans. Artif. Intell. Safa Onur Sahin, Suleyman S. Kozat
2023	—	`conf`	Autonomous Air Combat with Reinforcement Learning under Different Noise Conditions. SIU Ahmet Semih Tasbas, Sanberk Serbest, Safa Onur Sahin, Nazim Kemal Üre
2023	—	`conf`	Improving Experience Replay Architecture with K-Means Clustering. SIU Sanberk Serbest, Ahmet Semih Tasbas, Safa Onur Sahin
2023	J	`jnl`	Reinforcement Learning Based Self-play and State Stacking Techniques for Noisy Air Combat Environment. CoRR Ahmet Semih Tasbas, Safa Onur Sahin, Nazim Kemal Ure
2022	—	`conf`	The Performance Comparison of Different Training Strategies for Reinforcement Learning on DeepRTS. SIU Safa Onur Sahin, Veysel Yücesoy
2021	—	`conf`	Reinforcement Learning Algorithms Performance Comparison on the Game of DeepRTS. SIU Safa Onur Sahin, Veysel Yücesoy
2020	—	`conf`	A Generalized Circle Agent Based on the Deep Reinforcement Learning for the Game of Geometry Friends. SIU Safa Onur Sahin, Veysel Yücesoy
2020	J	`jnl`	A Tree Architecture of LSTM Networks for Sequential Regression with Missing Data. CoRR Safa Onur Sahin, Suleyman Serdar Kozat
2019	J	`jnl`	Nonuniformly Sampled Data Processing Using LSTM Networks. IEEE Trans. Neural Networks Learn. Syst. Safa Onur Sahin, Suleyman Serdar Kozat
2019	—	`conf`	Sequential Regression with Missing Data Using LSTM Networks. SIU Safa Onur Sahin
2018	—	`conf`	Recurrent neural networks based online learning algorithms for distributed systems. SIU Tolga Ergen, Safa Onur Sahin, Suleyman Serdar Kozat