02.1. Department of Artificial Intelligence Engineering

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Organization name
02.1. Department of Artificial Intelligence Engineering
Parent OrgUnit
City
Ankara
Country
Turkey

OrgUnit's Researchers publications
(Dept/Workgroup Publication)

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Date Issued:  [2020 TO 2021]
Author:  Özbayoğlu, A. Murat

Results 1-17 of 17 (Search time: 0.002 seconds).

Issue DateTitleAuthor(s)
12021Channel Characterization for Aircraft Integrated Antennas via Machine LearningAksan, Yasin; Yüksel, Melda; Özbayoğlu, A. Murat 
2Aug-2020Deep learning for financial applications: A surveyÖzbayoğlu, Ahmet Murat ; Güdelek, M. U.; Sezer, O. B.
32021Deep learning-based investment strategy: technical indicator clustering and residual blocksMaratkhan, Anuar; İlyassov, Ibrakhim; Aitzhanov, Madiyar; Demirci, Muhammed Fatih ; Özbayoğlu, Ahmet Murat 
42020Deep Multi-Layer Perceptron based Prediction of Energy Efficiency and Surface Quality for Milling in The Era of Sustainability and Big DataSerin, Gökberk; Şener, Batıhan; Güdelek, M. Uğur; Özbayoğlu, Ahmet Murat ; Ünver, Hakkı Özgür 
52021A Deep Neural Network Model for Stock Investment Recommendation by Considering the Stock Market as a Time GraphKeskin, Mustafa Mert; Yılmaz, Muhammed; Özbayoğlu, Ahmet Murat 
62021Efficient computation of wireless sensor network lifetime through deep neural networksYılmaz, Muhammed; Özbayoğlu, Ahmet Murat ; Tavlı, Bülent 
72021Estimation of cuttings concentration and frictional pressure losses during drilling using data-driven modelsÖzbayoğlu, Murat ; Özbayoğlu, E.; Özdilli, B.G.; Erge, O.
819-Nov-2020Eşdeğer Sirkülasyon Basıncının Yapay Zeka Yöntemleri ile Tespiti ve Performans KarşılaştırmasıÖzbayoğlu, Ahmet Murat ; Erge, Öney; Özbayoğlu, Mehmet Evren
9May-2020Financial time series forecasting with deep learning : A systematic literature review: 2005-2019Sezer, Ömer Berat; Güdelek, Mehmet Uğur; Özbayoğlu, Ahmet Murat 
102020Financial Trading Model with Stock Bar Chart Image Time Series with Deep Convolutional Neural NetworksSezer, Ömer Berat; Özbayoğlu, Ahmet Murat 
112020Intelligent Chatter Detection in Milling using Vibration Data Features and Deep Multi-Layer PerceptronŞener, Batıhan; Serin, Gökberk; Güdelek, M. Uğur; Özbayoğlu, Ahmet Murat ; Ünver, Hakkı Özgür 
122021A novel chatter detection method for milling using deep convolution neural networksŞener, B.; Güdelek, M. U.; Özbayoğlu, Ahmet Murat ; Ünver, Hakkı Özgür 
132021Optimization of Flow Rate and Pipe Rotation Speed Considering Effective Cuttings Transport Using Data-Driven ModelsÖzbayoğlu, Evren; Özbayoğlu, Murat ; Özdilli, Barış Güney; Erge, Öney
142021Painter Prediction from Artworks with Transfer LearningCömert, Ceren; Özbayoğlu, M. ; Kasnakoğlu, Coşku 
152021Performance analysis of machine learning models for object recognition in underwater video imagesÖzdilli, B.G.; Arslan, M.B.; Alp, T.; Albayrak, O.; Ünal, P.; Bozkurt, O.; Özbayoğlu, A. Murat 
162021Precision and energy-efficient ball-end milling of Ti6Al4V turbine blades using particle swarm optimizationKahya, Müge; Özbayoğlu, Murat ; Ünver, Hakkı Özgür 
17Jul-2020Review of tool condition monitoring in machining and opportunities for deep learningSerin, G.; Şener, B.; Özbayoğlu, Ahmet Murat ; Ünver, Hakkı Özgür