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A Hybrid Deep Learning Framework for Unsupervised Anomaly Detection in Multivariate Spatio-Temporal Data 

Karadayı, Yıldız; Aydın, Mehmet Nafiz; Öǧrenci, Arif Selçuk (Mdpi, 2020)
Multivariate time-series data with a contextual spatial attribute have extensive use for finding anomalous patterns in a wide variety of application domains such as earth science, hurricane tracking, fraud, and disease ...
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A hybrid deep learning framework for unsupervised anomaly detection in multivariate spatio-temporal data / Uzamsal-zamansal çok boyutlu verilerde denetimsiz anomali tespiti için hibrit derin öğrenme çerçevesi 

Karadayı, Yıldız (Kadir Has Üniversitesi, 2020)
Uzamsal-zamansal veriler için denetlenmeyen anormallik tespiti, yer bilimi, trafik izleme, dolandırıcılık ve hastalık salgını tespiti gibi çok çeşitli uygulamalarda yaygın kullanıma sahiptir. Çoğu gerçek dünya zaman serisi ...

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Karadayı, Yıldız (2)
Aydın, Mehmet Nafiz (1)Öǧrenci, Arif Selçuk (1)SubjectCNN (1)Deep learning (1)Hurricane Katrina (1)Hurricane tracking (1)LSTM (1)Multivariate data (1)Spatio-temporal anomaly detection (1)Unsupervised learning (1)... View MoreDate Issued2020 (2)Has File(s)true (2)

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