Browsing Computer Science by Author "Doğru, Anıl"
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Time series predictive models for opponent behavior modeling in bilateral negotiations
Yesevi, Gevher; Keskin, Mehmet Onur; Doğru, Anıl; Aydoğan, Reyhan (Springer, 2023)In agent-based negotiations, it is crucial to understand the opponent’s behavior and predict its bidding pattern to act strategically. Foreseeing the utility of the opponent’s coming offer provides valuable insight to the ... -
Towards automated aircraft maintenance inspection. A use case of detecting aircraft dents using mask r-cnn
Bouarfa, S.; Doğru, Anıl; Arizar, R.; Aydoğan, Reyhan; Serafico, J. (American Institute of Aeronautics and Astronautics Inc, AIAA, 2020)Deep learning can be used to automate aircraft maintenance visual inspection. This can help increase the accuracy of damage detection, reduce aircraft downtime, and help prevent inspection accidents. The objective of this ... -
Using convolutional neural networks to automate aircraft maintenance visual inspection
Doğru, Anıl; Bouarfa, S.; Arizar, R.; Aydoğan, Reyhan (MDPI, 2020-12)Convolutional Neural Networks combined with autonomous drones are increasingly seen as enablers of partially automating the aircraft maintenance visual inspection process. Such an innovative concept can have a significant ...
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