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Estimation of parameters for the free-form machining with deep neural network 

Serin, Gokberk; Gudelek, M. Ugur; Özbayoğlu, Ahmet Murat; Ünver, Hakkı Özgür (IEEE, 2017)
Predictive Analytics is a crucial part of a Big Data application. Lately, developers have turned their attention to deep learning models due to their huge success in various implementations. Meanwhile, there is lack of ...
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Weather Data Analysis and Sensor Fault Detection Using An Extended IoT Framework with Semantics, Big Data, and Machine Learning 

Onal, Aras Can; Sezer, Omer Berat; Özbayoğlu, Ahmet Murat; Dogdu, Erdogan (IEEE, 2017)
In recent years, big data and Internet of Things (IoT) implementations started getting more attention. Researchers focused on developing big data analytics solutions using machine learning models. Machine learning is a ...
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Financial time series forecasting with deep learning : A systematic literature review: 2005-2019 

Sezer, Omer Berat; Gudelek, Mehmet Ugur; Özbayoğlu, Ahmet Murat (Elsevier Ltd, 2020-05)
Financial time series forecasting is undoubtedly the top choice of computational intelligence for finance researchers in both academia and the finance industry due to its broad implementation areas and substantial impact. ...

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Özbayoğlu, Ahmet Murat (3)
Sezer, Omer Berat (2)Dogdu, Erdogan (1)Gudelek, M. Ugur (1)Gudelek, Mehmet Ugur (1)Onal, Aras Can (1)Serin, Gokberk (1)Ünver, Hakkı Özgür (1)Subject
machine learning (3)
anomaly detection (1)big data (1)big data analytics (1)clustering (1)CNN (1)computational intelligence (1)Deep learning (1)deep neural networks (1)fault detection (1)... View MoreDate Issued2017 (2)2020 (1)Has File(s)No (3)TypeconferenceObject (2)review (1)CoverageKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı (2)Diğer (1)WOSWOS:000428073702004 (1)WOS:000428073702012 (1)WOS:000529902300014 (1)Scopus2-s2.0-85047798323 (1)2-s2.0-85047833066 (1)2-s2.0-85079891275 (1)TÜBİTAK Destekli Yayın Sayısıinfo:eu-repo/grantAgreement/TÜBİTAK/EEEAG/215E248 (1)Dileng (3)Erişiminfo:eu-repo/semantics/closedAccess (3)

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