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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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A Deep Neural-Network Based Stock Trading System Based on Evolutionary Optimized Technical Analysis Parameters 

Sezer, Omer Berat; Özbayoğlu, Ahmet Murat; Dogdu, Erdogan (ELSEVIER Science BV, 2017)
In this study, we propose a stock trading system based on optimized technical analysis parameters for creating buy-sell points using genetic algorithms. The model is developed utilizing Apache Spark big data platform. The ...
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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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Author
Sezer, Omer Berat (3)
Özbayoğlu, Ahmet Murat (3)
Dogdu, Erdogan (2)Gudelek, Mehmet Ugur (1)Onal, Aras Can (1)Subjectmachine learning (2)anomaly detection (1)big data analytics (1)clustering (1)CNN (1)computational intelligence (1)Deep learning (1)Deep Neural-Network (1)Evolutionary Algorithms (1)fault detection (1)... View MoreDate Issued2017 (2)2020 (1)Has File(s)No (2)Yes (1)TypeconferenceObject (2)review (1)CoverageKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı (2)Diğer (1)WOSWOS:000419234000057 (1)WOS:000428073702004 (1)WOS:000529902300014 (1)Scopus2-s2.0-85039995536 (1)2-s2.0-85047833066 (1)2-s2.0-85079891275 (1)TÜBİTAK Destekli Yayın Sayısıinfo:eu-repo/grantAgreement/TÜBİTAK/EEEAG/215E248 (2)Dileng (3)Erişiminfo:eu-repo/semantics/closedAccess (2)info:eu-repo/semantics/openAccess (1)

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