Yazar "Ayas, Mustafa Sinasi" için listeleme
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Anomaly Detection in Predicted Water Treatment Data using Hybrid CNN-LSTM Network Model
Ozgenc, Busra; Ayas, Selen; Dogan, Ramazan Ozgur; Cavdar, Bora; Sahin, Ali Klvanc; Ayas, Mustafa Sinasi (IEEE, 2023)Water treatment systems are among the industrial control systems where it is essential to detect anomalies accurately and efficiently due to the potential threat to public health. With advances in computer science, machine ... -
A Hybrid CNN-LSTM Framework for Unsupervised Anomaly Detection in Water Distribution Plant
Sahin, Ali Kivanc; Cavdar, Bora; Dogan, Ramazan Ozgur; Ayas, Selen; Ozgenc, Busra; Ayas, Mustafa Sinasi (Institute of Electrical and Electronics Engineers Inc., 2023)To reduce potential threats to public health and economic losses, water distribution systems, which are critical parts of industrial control systems, require accurate and effective anomaly detection. The successful ...
