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Kutalmış Coşkun
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Year
Detection of regime switching points in non-stationary sequences using stochastic learning based weak estimation method
E Aslanci, K Coşkun, P Schüller, B Tümer
2017 IEEE 15th International Conference on Industrial Informatics (INDIN …, 2017
52017
Using Hierarchies in Reinforcement Learning Framework with Non-Stationary Environments
K Coşkun, E Aslancı
Marmara University, Faculty of Engineering, Computer Science & Engineering, 2017
22017
An AI-based Architecture Framework for Improving End-of-line Reliability Tests of Electric Motors
M Soytürk, K Coşkun, O İzmitlioğlu, B Tümer, D Güneş, S Saraçoğlu, ...
IECON 2022–48th Annual Conference of the IEEE Industrial Electronics Society …, 2022
12022
An adaptive estimation method with exploration and exploitation modes for non-stationary environments
K Coşkun, B Tümer
Pattern Recognition 129, 108702, 2022
12022
Autonomous acquisition of arbitrarily complex skills using locality based graph theoretic features: a syntactic approach to hierarchical reinforcement learning
Z Kumralbaş, SH Çavuş, K Coşkun, B Tümer
Evolving Systems 14 (6), 957-980, 2023
2023
Learning under concept drift and non-stationary noise: Introduction of the concept of persistence
K Coşkun, B Tümer
Engineering Applications of Artificial Intelligence 123, 106363, 2023
2023
A Syntactic Pattern Recognition Based Approach to Online Anomaly Detection and Identification on Electric Motors
K Coşkun, Z Kumralbaş, H Çavuş, B Tümer
DAGM German Conference on Pattern Recognition, 116-132, 2022
2022
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