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 2023]
Author:  Özbayoğlu, A. Murat

Results 1-20 of 24 (Search time: 0.01 seconds).

Issue DateTitleAuthor(s)
12022A Big Data Application in Manufacturing Industry-Computer Vision to Detect Defects on BearingsÜnal, P.; Albayrak, O.; Kubatova, M.; Deveci, B.U.; Çırakman, E.; Koçal, C.I.; Özbayoğlu, A. Murat 
22021Channel Characterization for Aircraft Integrated Antennas via Machine LearningAksan, Yasin; Yüksel, Melda; Özbayoğlu, A. Murat 
32022Deep Learning Based Hybrid Computational Intelligence Models for Options PricingArin, Efe; Özbayoğlu, Ahmet Murat 
4Aug-2020Deep learning for financial applications: A surveyÖzbayoğlu, Ahmet Murat ; Güdelek, M. U.; Sezer, O. B.
52021Deep learning-based investment strategy: technical indicator clustering and residual blocksMaratkhan, Anuar; İlyassov, Ibrakhim; Aitzhanov, Madiyar; Demirci, Muhammed Fatih ; Özbayoğlu, Ahmet Murat 
62020Deep 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 
72021A Deep Neural Network Model for Stock Investment Recommendation by Considering the Stock Market as a Time GraphKeskin, Mustafa Mert; Yılmaz, Muhammed; Özbayoğlu, Ahmet Murat 
82021Efficient computation of wireless sensor network lifetime through deep neural networksYılmaz, Muhammed; Özbayoğlu, Ahmet Murat ; Tavlı, Bülent 
92021Estimation of cuttings concentration and frictional pressure losses during drilling using data-driven modelsÖzbayoğlu, Murat ; Özbayoğlu, E.; Özdilli, B.G.; Erge, O.
1019-Nov-2020Eşdeğer Sirkülasyon Basıncının Yapay Zeka Yöntemleri ile Tespiti ve Performans KarşılaştırmasıÖzbayoğlu, Ahmet Murat ; Erge, Öney; Özbayoğlu, Mehmet Evren
112022An Evaluation Study of EMD, EEMD, and VMD For Chatter Detection in MillingSeyrek, Pelin; Sener, Batihan; Özbayoğlu, Ahmet Murat ; Ünver, Hakkı Özgür 
12May-2020Financial time series forecasting with deep learning : A systematic literature review: 2005-2019Sezer, Ömer Berat; Güdelek, Mehmet Uğur; Özbayoğlu, Ahmet Murat 
132020Financial Trading Model with Stock Bar Chart Image Time Series with Deep Convolutional Neural NetworksSezer, Ömer Berat; Özbayoğlu, Ahmet Murat 
142022Hybrid Method by Integrating Deep Reinforcement Learning and Heuristics Approach for Capacitated Vehicle Routing ProblemAktaş, Y.F.; Özbayoğlu, A.M. 
152023Implementation of Neuro-Inspired Arithmetic and Logic CircuitsKaramüftüoğlu, Mustafa Altay; Bozbey, Ali ; Özbayoğlu, Murat 
162022An industrially viable wavelet long-short term memory-deep multilayer perceptron-based approach to tool condition monitoring considering operational variabilityGüdelek, M. Uğur; Serin, Gökberk; Özbayoğlu, Ahmet Murat ; Ünver, Hakkı Özgür 
172020Intelligent 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 
182022Menu Optimization for Multi-Profile Customer Systems on Large Scale DataKarimov, Jeyhun ; Özbayoğlu, Murat ; Tavlı, Bülent ; Doğdu, Erdoğan 
192021A novel chatter detection method for milling using deep convolution neural networksŞener, B.; Güdelek, M. U.; Özbayoğlu, Ahmet Murat ; Ünver, Hakkı Özgür 
202021Optimization of Flow Rate and Pipe Rotation Speed Considering Effective Cuttings Transport Using Data-Driven ModelsÖzbayoğlu, Evren; Özbayoğlu, Murat ; Özdilli, Barış Güney; Erge, Öney