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Oguzhan Dogru
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Data-driven designs of fault detection systems via neural network-aided learning
H Chen, Z Chai, O Dogru, B Jiang, B Huang
IEEE Transactions on Neural Networks and Learning Systems 33 (10), 5694-5705, 2021
762021
Reinforcement learning approach to autonomous PID tuning
O Dogru, K Velswamy, F Ibrahim, Y Wu, AS Sundaramoorthy, B Huang, ...
Computers & Chemical Engineering 161, 107760, 2022
712022
Online reinforcement learning for a continuous space system with experimental validation
O Dogru, N Wieczorek, K Velswamy, F Ibrahim, B Huang
Journal of Process Control 104, 86-100, 2021
342021
Actor–critic reinforcement learning and application in developing computer-vision-based interface tracking
O Dogru, K Velswamy, B Huang
Engineering 7 (9), 1248-1261, 2021
222021
Reinforcement learning with constrained uncertain reward function through particle filtering
O Dogru, R Chiplunkar, B Huang
IEEE Transactions on Industrial Electronics 69 (7), 7491-7499, 2021
82021
Reinforcement learning for soft sensor design through autonomous cross-domain data selection
J Xie, O Dogru, B Huang, C Godwaldt, B Willms
Computers & Chemical Engineering 173, 108209, 2023
52023
Performance evaluation of few-shot learning-based system identification
H Chen, C Cheng, O Dogru, B Huang
2022 5th International Conference on Robotics, Control and Automation …, 2022
42022
Distributed Process Monitoring for Multiagent Systems Through Cognitive Learning
H Chen, O Dogru, SK Varanasi, X Yin, B Huang
IEEE Transactions on Cognitive and Developmental Systems 16 (1), 8-19, 2022
42022
Modeling thermal part of sulfur recovery unit and simulation based analysis of effects of air temperature on entire plant
O Dogru, B Guzel, G Is, G Kusoglu, M Yagci, M Kolbasi, G Ogur, E Alper
Int J Petrochem Res 2 (3), 223-229, 2018
42018
Reinforcement Learning in Process Industries: Review and Perspective
O Dogru, J Xie, O Prakash, R Chiplunkar, J Soesanto, H Chen, ...
IEEE/CAA Journal of Automatica Sinica 11 (2), 283-300, 2024
22024
A segmental autoencoder-based fault detection for nonlinear dynamic systems: An interpretable learning framework
H Chen, Z Pan, O Dogru, Y Wang, B Huang
2022 IEEE 11th Data Driven Control and Learning Systems Conference (DDCLS …, 2022
22022
Skew Filtering for Online State Estimation and Control
O Dogru, R Chiplunkar, B Huang
IEEE Transactions on Industrial Informatics 20 (2), 1508-1515, 2023
2023
COVID-19 disease in children and adolescents following hematopoietic stem cell transplantation: A report from the Turkish Pediatric Bone Marrow Transplantation Study Group
C BOZKURT, V Hazar, B Malbora, A Küpesiz, U Aygüneş, T Fısgın, ...
Authorea Preprints, 2023
2023
Reinforcement Learning-based Process Control Under Sensory Uncertainty
O Dogru
2023
SPECIAL ISSUE ON COGNITIVE LEARNING OF MULTIAGENT SYSTEMS
H Chen, O Dogru, SK Varanasi, X Yin, B Huang, YJ Liu, S Zhang, L Tang, ...
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