| Issue Date | Title | Author(s) |
| Sep-2018 | Algorithmic Financial Trading With Deep Convolutional Neural Networks: Time Series To Image Conversion Approach | Sezer, Ömer Berat; Özbayoğlu, Ahmet Murat |
| 2012 | Analysis of Gas-Liquid Behavior in Eccentric Horizontal Annuli With Image Processing and Artificial Intelligence Techniques | Özbayoğlu, Ahmet Murat ; Yüksel, H. Ertan |
| 2009 | Anlık Görüntüden Nesne Çıkarımı ve Otomatik Nesne Takibi Uygulaması | Gül, Gökay Gökser |
| 2018 | Anomaly Detection in Vehicle Traffic With Image Processing and Machine Learning | Sarıkan, Selim S.; Özbayoğlu, Ahmet Murat |
| 2024 | Artificial Intelligence for Machining Process Monitoring | Ünver, Hakkı Özgür ; Özbayoğlu, A.M. ; Söyleyici, C.; Çelik, B.B. |
| 13-Apr-2017 | An Artificial Neural Network-Based Stock Trading System Using Technical Analysis and Big Data Framework | Sezer, Ömer Berat; Özbayoğlu, Ahmet Murat ; Doğdu, Erdoğan. |
| 2018 | Automated Generation of Attack Graphs Using Nvd | Aksu, M. Uğur; Bıçakcı, Kemal ; Dilek, M. H.; Özbayoğlu, Ahmet Murat ; Tatlı, E. İ. |
| Dec-2017 | Automated Image Matching and New Readings for Cyrus the Great's 547 Bc Campaign in the Nabonidus Chronicle (bm 35382 = Abc 7) | Adalı, Selim Ferruh; Demirci, Muhammed Fatih ; Özbayoğlu, Ahmet Murat |
| 2017 | Automated Vehicle Classification With Image Processing and Computational Intelligence | Sarıkan, Selim S.; Özbayoğlu, Ahmet Murat ; Zilci, Oğuzhan |
| 2008 | Bayes Teoremi ve Yapay Sinir Ağları Modelleriyle Borsa Gelecek Değer Tahmini Uygulaması | Bahadır, İsmet |
| 2022 | A Big Data Application in Manufacturing Industry-Computer Vision To Detect Defects on Bearings | Ünal, P.; Albayrak, O.; Kubatova, M.; Deveci, B.U.; Çırakman, E.; Koçal, C.I.; Özbayoğlu, A. Murat |
| 2009 | Bina İçi Konumlandırma Sistemi | Kök, İstemihan Şahin |
| 2016 | Büyük Veri Algoritmalarıyla Büyük Şehirlerin Trafik Problemlerinin İncelenmesi | Küçükayan, Yusuf Gökhan |
| 2024 | Can the Generalizability Issue of Artificial Intelligence Be Overcome? Pneumothorax Detection Algorithm | Verdi, Elvan Burak; Yılmaz, Muhammed; Mulazimoglu, Deniz Dogan; Türker, Abdüssamet; Gürün Kaya, Aslıhan; Işık, Özlem; Özbayoğlu, Ahmet Murat |
| 2021 | Channel Characterization for Aircraft Integrated Antennas Via Machine Learning | Aksan, Yasin; Yüksel, Melda; Özbayoğlu, A. Murat |
| Nov-2019 | Chatter Detection in Milling With Acoustic Emissions and Deep Learning | Serin, G.; Güdelek, M. U.; Şener, B.; Özbayoğlu, Ahmet Murat ; Ünver, Hakkı Özgür |
| 2018 | Classification of Turkish Documents Using Paragraph Vector | Sarı, Mustafa; Özbayoğlu, Ahmet Murat |
| 2015 | Clustering Quality Improvement of K-Means Using a Hybrid Evolutionary Model | Karimov, Jeyhun; Özbayoğlu, Ahmet Murat |
| 2011 | Coğrafi ve Meteorolojik Parametrelere Bağlı Olarak Orman Yangınının Verdiği Zararın Yapay Zeka Yöntemleriyle Tespiti | Bozer, Recep |
| 2024 | Comparative Analysis and Performance Evaluation of Underwater Cable Detection and Tracking Techniques: a Comprehensive Survey | Unal, P.; Hatipoglu, O. I.; Turker, A.; Unal, A. F.; Deveci, B. U.; Kirci, P.; Özbayoğlu, Ahmet Murat |
| 2008 | Comparison of Bayesian Estimation and Neural Network Model in Stock Market Trading | Özbayoğlu, Ahmet Murat ; Bahadır, İsmet |
| 2013 | Comparison of Classifiers for Chatter Detection | Tuğci, Recep; Çelen, V. Burak A.; Özbayoğlu, Murat |
| Sep-2012 | Comparison of Gross Calorific Value Estimation of Turkish Coals Using Regression and Neural Networks Techniques | Özbayoğlu, Ahmet Murat ; Özbayoğlu, Mehmet Evren; Özbayoğlu, Gülhan |
| 2023 | Computational Intelligence Based Point of Interest Detection by Video Surveillance Implementations | Tercan, Emre; Tapkın, Serkan; Küçük, Furkan; Demirtaş, Ali; Özbayoğlu, Ahmet ; Türker, Abdüssamet |
| 2019 | Computational Intelligence Models for Piv Based Particle (cuttings) Direction and Velocity Estimation in Multi-Phase Flows | Tombul, H.; Özbayoğlu, Ahmet Murat ; Özbayoğlu, M. E. |
| 2023 | Condition Monitoring and Remaining Useful Life Prediction for Tool Wear in Cnc Machines | Unal, P.; Temel, S.; Ummak, E.; Özbayoğlu, Ahmet Murat |
| Feb-2018 | Context-Aware Computing, Learning, and Big Data in Internet of Things: a Survey | Sezer, Ömer Berat; Doğdu, Erdoğan; Özbayoğlu, Ahmet Murat |
| 2022 | Çiftleşme Işaretleyicisi ile Koyun Üreme Takibi Modelinin Oluşturulması | Tekin, Koray; Dikmen, Ergin Şafak; Özbayoğlu, Ahmet Murat ; Akkuş, Mehmet Akif |
| 2013 | Çok Fazlı Akışlarda Parçacık Hız ve Yön Tahmini için Hesaplamalı Zekâ Modelleri | Tombul, Hatice |
| Aug-2018 | Deep Convolutional Autoencoder for Radar-Based Classification of Similar Aided and Unaided Human Activities | Seyfioğlu, Mehmet Saygın; Özbayoğlu, Ahmet Murat ; Gürbüz, Sevgi Zübeyde |
| 2022 | Deep Learning Based Hybrid Computational Intelligence Models for Options Pricing | Arin, Efe; Özbayoğlu, Ahmet Murat |
| 2017 | A Deep Learning Based Stock Trading Model With 2-D Cnn Trend Detection | Güdelek, Mehmet Uğur; Bölük, S. Arda; Özbayoğlu, Ahmet Murat |
| Aug-2020 | Deep Learning for Financial Applications: a Survey | Özbayoğlu, Ahmet Murat ; Güdelek, M. U.; Sezer, O. B. |
| 2022 | A Deep Learning Model for Rate of Penetration Prediction and Drilling Performance Optimization Using Genetic Algorithm | Erge, Öney; Özbayoğlu, Murat ; Özbayoğlu, Evren |
| 2017 | Deep Learning of Micro-Doppler Features for Aided and Unaided Gait Recognition | Seyfioğlu, Mehmet Saygın; Gürbüz, Sevgi Zübeyde; Özbayoğlu, Ahmet Murat ; Yüksel, Melda |
| 2021 | Deep Learning-Based Investment Strategy: Technical Indicator Clustering and Residual Blocks | Maratkhan, Anuar; İlyassov, Ibrakhim; Aitzhanov, Madiyar; Demirci, Muhammed Fatih ; Özbayoğlu, Ahmet Murat |
| 2020 | Deep Multi-Layer Perceptron Based Prediction of Energy Efficiency and Surface Quality for Milling in the Era of Sustainability and Big Data | Serin, Gökberk; Şener, Batıhan; Güdelek, M. Uğur; Özbayoğlu, Ahmet Murat ; Ünver, Hakkı Özgür |
| 2021 | A Deep Neural Network Model for Stock Investment Recommendation by Considering the Stock Market as a Time Graph | Keskin, Mustafa Mert; Yılmaz, Muhammed; Özbayoğlu, Ahmet Murat |
| 2017 | A Deep Neural-Network Based Stock Trading System Based on Evolutionary Optimized Technical Analysis Parameters | Sezer, Ömer Berat; Özbayoğlu, Ahmet Murat ; Doğdu, Erdoğan |
| 2022 | Derin Ögrenme ile Çizge Zaman Serilerinin Analizi | Keskin, Mustafa Mert |
| 2018 | Derin Öğrenme Yöntemleri Kullanılarak Türkçe Doküman Sınıflandırma | Sarı, Mustafa |
| 2016 | Design of a Customer's Type Based Algorithm for Partner Selection Problem of Virtual Enterprise | Nikghadam, Shahrzad; Özbayoğlu, Ahmet Murat ; Ünver, Hakkı Özgür ; Kılıç, Sadık Engin |
| 2014 | The Determination of Two Phase Liquid-Gas Flow Behavior Through Horizontal Eccentric Annular Geometry by Modification of Beggs & Brill and Lockhart & Martinelli Models | Osgouei, Reza Ettehadi; Özbayoğlu, Mehmet Evren; Özbayoğlu, Murat ; Yüksel, Ertan H. |
| 2015 | Developing a Two Level Options Trading Strategy Based on Option Pair Optimization of Spread Strategies With Evolutionary Algorithms | Uçar, İlknur; Özbayoğlu, Ahmet Murat ; Uçar, Mustafa |
| 2021 | Efficient Computation of Wireless Sensor Network Lifetime Through Deep Neural Networks | Yılmaz, Muhammed; Özbayoğlu, Ahmet Murat ; Tavlı, Bülent |
| 2009 | Estimating Flow Patterns and Frictional Pressure Losses of Two-Phase Fluids in Horizontal Wellbores Using Artificial Neural Networks | Özbayoğlu, E. M.; Özbayoğlu, Ahmet Murat |
| 2021 | Estimation of Cuttings Concentration and Frictional Pressure Losses During Drilling Using Data-Driven Models | Özbayoğlu, Murat ; Özbayoğlu, E.; Özdilli, B.G.; Erge, O. |
| 2008 | Estimation of Hardgrove Grindability Index of Turkish Coals by Neural Networks | Özbayoğlu, Gülhan; Özbayoğlu, Ahmet Murat ; Özbayoğlu, M. Evren |
| 2011 | Estimation of Multiphase Flow Properties Using Computational Intelligence Models | Özbayoğlu, Ahmet Murat ; Yüksel, H. Ertan |
| 2017 | Estimation of Parameters for the Free-Form Machining With Deep Neural Network | Serin, Gökberk; Güdelek, M. Uğur; Özbayoğlu, Ahmet Murat ; Ünver, Hakkı Özgür |
| 2012 | Estimation of the Burned Area in Forest Fires Using Computational Intelligence Techniques | Özbayoğlu, Ahmet Murat ; Bozer, Recep |
| 19-Nov-2020 | Eşdeğer Sirkülasyon Basıncının Yapay Zeka Yöntemleri ile Tespiti ve Performans Karşılaştırması | Özbayoğlu, Ahmet Murat ; Erge, Öney; Özbayoğlu, Mehmet Evren |
| 2015 | Evaluation of Partner Companies Based on Fuzzy Inference System for Establishing Virtual Enterprise Consortium | Nikghadam, Shahrzad; Sadigh, Bahram Lotfi; Özbayoğlu, Ahmet Murat ; Ünver, Hakkı Özgür ; Kılıç, Sadık Engin |
| 2022 | An Evaluation Study of Emd, Eemd, and Vmd for Chatter Detection in Milling | Seyrek, Pelin; Sener, Batihan; Özbayoğlu, Ahmet Murat ; Ünver, Hakkı Özgür |
| Nov-2019 | Evolutionary Optimized Stock Support-Resistance Line Detection for Algorithmic Trading Systems | Yıldırım, E. O.; Uçar, M.; Özbayoğlu, Ahmet Murat |
| 2014 | Evrimsel Algoritmalar ile Üç Aşamalı Bir Korunmalı Alım Opsiyonu Modeli Eniyilemesi | Bayram, İlknur |
| 2014 | Evrimsel Algoritmalar ile Yayılma Stratejisi Opsiyon Çiftlerinin Eniyilemesine Bağlı İki Aşamalı Bir Alım Satım Modeli Geliştirilmesi | Uçar, Mustafa |
| 2013 | An Experimental and Numerical Study of Two-Phase Flow in Horizontal Eccentric Annuli | Sorgun, M.; Osgouei, R. E.; Özbayoğlu, M. E.; Özbayoğlu, Ahmet Murat |
| 2016 | An Extended Iot Framework With Semantics, Big Data, and Analytics | Sezer, Ömer Berat; Doğdu, Erdoğan; Özbayoğlu, Murat ; Önal, Aras |
| 26-Oct-2017 | Feature Diverse Hierarchical Classification of Human Gait With Cw Radar for Assisted Living | Seyfioğlu, Mehmet Saygın; Serinöz, A.; Özbayoğlu, Ahmet Murat ; Gürbüz, Sevgi Zübeyde |
| 2019 | Financial Forecasting Using Deep Learning With an Optimized Trading Strategy | Maratkhan, A.; İlyassov, I.; Aitzhanov, M.; Demirci, Muhammed Fatih ; Özbayoğlu, Ahmet Murat |
| May-2020 | Financial Time Series Forecasting With Deep Learning : a Systematic Literature Review: 2005-2019 | Sezer, Ömer Berat; Güdelek, Mehmet Uğur; Özbayoğlu, Ahmet Murat |
| 2020 | Financial Trading Model With Stock Bar Chart Image Time Series With Deep Convolutional Neural Networks | Sezer, Ömer Berat; Özbayoğlu, Ahmet Murat |
| 2015 | Finansal İşlemler için Evrimsel Hesaplamalar Yoluyla Eğilimden Arındırılmış Bağıl Güç Endeksi Göstergesi | Şahin, Uğur; Özbayoğlu, Ahmet Murat |
| 2011 | Gas-Liquid Flow Through Horizontal Eccentric Annuli: Cfd and Experiments Compared | Sorgun, M.; Osgouei, R. E.; Özbayoğlu, M. E.; Özbayoğlu, Ahmet Murat |
| 2015 | Generic Menu Optimization for Multi-Profile Customer Systems | Karimov, Jeyhun; Özbayoğlu, Ahmet Murat ; Tavlı, Bülent ; Doğdu, Erdoğan |
| 2010 | Genetik Algoritmalar ile Portföy Performans Eniyilemesi için Teknik Analiz Göstergesi Seçimi | Erkut, Umur |
| 2009 | Genetik Programlama ile Akışkan Kontrolü Tahmini | Aydıner, Zeynep |
| 2010 | Halkasal Eksantrik Borularda Akış Özelliklerinin Dijital Görüntü İşleme ve Yapay Zeka Teknikleri Kullanarak Tespiti | Yüksel, Hüsnü Ertan |
| 2008 | Hardgrove Grindability Index Estimation Using Neural Networks | Özbayoğlu, Gülhan; Özbayoğlu, Ahmet Murat |
| 2015 | High Quality Clustering of Big Data and Solving Empty-Clustering Problem With an Evolutionary Hybrid Algorithm | Karimov, Jeyhun; Özbayoğlu, Ahmet Murat |
| 2012 | Hole-Cleaning Performance of Gasified Drilling Fluids in Horizontal Well Sections | Özbayoğlu, E. M.; Osgouei, R. E.; Özbayoğlu, Ahmet Murat ; Yüksel, E. |
| Nov-2019 | Hsv Color Histogram Based Image Retrieval With Background Elimination | Erkut, Umur; Bostancıoğlu, F.; Erten, M.; Özbayoğlu, Ahmet Murat ; Solak, E. |
| 2022 | Hybrid Method by Integrating Deep Reinforcement Learning and Heuristics Approach for Capacitated Vehicle Routing Problem | Aktaş, Y.F.; Özbayoğlu, A.M. |
| 2023 | Implementation of Neuro-Inspired Arithmetic and Logic Circuits | Karamüftüoğlu, Mustafa Altay; Bozbey, Ali ; Özbayoğlu, Murat |
| 2022 | An Industrially Viable Wavelet Long-Short Term Memory-Deep Multilayer Perceptron-Based Approach To Tool Condition Monitoring Considering Operational Variability | Güdelek, M. Uğur; Serin, Gökberk; Özbayoğlu, Ahmet Murat ; Ünver, Hakkı Özgür |
| Apr-2019 | Integrated Energy-Efficient Machining of Rotary Impellers and Multi-Objective Optimization | Serin, G.; Özbayoğlu, Murat ; Ünver, Hakkı Özgür |
| 2020 | Intelligent Chatter Detection in Milling Using Vibration Data Features and Deep Multi-Layer Perceptron | Şener, Batıhan; Serin, Gökberk; Güdelek, M. Uğur; Özbayoğlu, Ahmet Murat ; Ünver, Hakkı Özgür |
| 2015 | K-Means Performance Improvements With Centroid Calculation Heuristics Both for Serial and Parallel Environments | Karimov, Jeyhun; Özbayoğlu, Ahmet Murat ; Doğdu, Erdoğan |
| 2016 | Kablosuz Algılayıcı Ağların Ağ Ömrünü Maksimize Etmek için İletim Gücü Seviyesi ile Veri Paket Boyunun Müşterek Eniyilenmesi | Akbaş, Ayhan |
| 20-Nov-2018 | Load and Pv Generation Forecast Based Cost Optimization for Nanogrids With Pv and Battery | Güdelek, Mehmet Uğur; Çırak, C. R.; Arın, E.; Sezgin M. E.; Özbayoğlu, Ahmet Murat ; Gol, M. |
| 2012 | A Mechanistic Model To Characterize the Two Phase Drilling Fluid Flow Through Inclined Eccentric Annular Geometry | Osgouei, Reza Ettehadi; Özbayoğlu, M. E.; Özbayoğlu, Ahmet Murat |
| 2022 | Menu Optimization for Multi-Profile Customer Systems on Large Scale Data | Karimov, Jeyhun; Özbayoğlu, Murat ; Tavlı, Bülent ; Doğdu, Erdoğan |
| 2015 | Menu Optimization With Large-Scale Data | Karimov, Jeyhun |
| Jan-2019 | Mis-Iot: Modular Intelligent Server Based Internet of Things Framework With Big Data and Machine Learning | Önal, Aras Can; Sezer, Ömer Berat; Özbayoğlu, Murat ; Doğdu, Erdoğan |
| 2014 | A Multi-Agent System Model for Partner Selection Process in Virtual Enterprise | Sadigh, B. Lotfi; Arıkan, F.; Özbayoğlu, Ahmet Murat ; Ünver, Hakkı Özgür ; Kılıç, S. E. |
| 2019 | Mıs-ıot: Modüler Akıllı Sunucu Tabanlı Nesnelerin İnterneti Platform Yazılımı | Önal, Aras Can |
| Aug-2019 | Neural Network Based Instant Parameter Prediction for Wireless Sensor Network Optimization Models | Akbaş, Ayhan; Yıldız, Hüseyin Uğur; Özbayoğlu, Ahmet Murat ; Tavlı, Bülent |
| 2015 | A New Model To Determine the Two-Phase Drilling Fluid Behavior Through Horizontal Eccentric Annular Geometry, Part A: Flow Pattern Identification and Liquid Hold-Up Estimation | Osgouei, Reza Ettehadi; Özbayoğlu, Mehmet Evren; Özbayoğlu, Ahmet Murat ; Yüksel, Ertan H. |
| 2015 | A New Model To Determine the Two-Phase Drilling Fluid Behaviors Through Horizontal Eccentric Annular Geometry, Part B: Frictional Pressure Losses Estimation | Osgouei, Reza Ettehadi; Özbayoğlu, Mehmet Evren; Özbayoğlu, Ahmet Murat ; Yüksel, Ertan H. |
| 2012 | Note and Timbre Classification by Local Features of Spectrogram | Güven, Erhan; Özbayoğlu, Ahmet Murat |
| 2021 | A novel chatter detection method for milling using deep convolution neural networks | Şener, B.; Güdelek, M. U.; Özbayoğlu, Ahmet Murat ; Ünver, Hakkı Özgür |
| 2017 | An Ontology-Based Multi-Agent Virtual Enterprise System (omave): Part 1: Domain Model<bold>l</Bold>ing and Rule Management | Sadigh, Bahram Lotfi; Ünver, Hakkı Özgür ; Nikghadam, Shahrzad; Doğdu, Erdoğan; Özbayoğlu, Ahmet Murat ; Kılıç, S. Engin |
| 2017 | An Ontology-Based Multi-Agent Virtual Enterprise System (omave): Part 2: Partner Selection | Sadigh, Bahram Lotfi; Nikghadam, Shahrzad; Özbayoğlu, Ahmet Murat ; Ünver, Hakkı Özgür ; Doğdu, Erdoğan; Kılıç, S. Engin |
| 2014 | Ontology-Centric Data Modelling and Decision Support in Smart Grid Applications a Distribution Service Operator Perspective | Doğdu, Erdoğan; Özbayoğlu, Ahmet Murat ; Benli, Okan; Akınc, Hülya Erdener; Erol, Erdeniz; Ataşoy, Tuğrul; Güreç, Ozan; Ercin, Özden |
| 2014 | Ontoloji Tabanlı Sanal Kuruluş Sisteminde Firma Seçimi için Çok Etmenli Model Uygulaması | Arıkan, Fatih |
| 2021 | Optimization of Flow Rate and Pipe Rotation Speed Considering Effective Cuttings Transport Using Data-Driven Models | Özbayoğlu, Evren; Özbayoğlu, Murat ; Özdilli, Barış Güney; Erge, Öney |
| 24-Dec-2018 | Optimized Gpu Implementation of Jpeg 2000 for Satellite Image Decompression | Ufuk, Derviş Utku; Temizel, A.; Özbayoğlu, Ahmet Murat |
| 2021 | Painter Prediction From Artworks With Transfer Learning | Cömert, Ceren; Özbayoğlu, M. ; Kasnakoğlu, Coşku |
| 2012 | A Parametric Study on Coal Gasification for the Production of Syngas | Güngör, Afşin; Özbayoğlu, Murat ; Kasnakoğlu, Coşku ; Bıyıkoğlu, Atilla; Uysal, Bekir Zuhtu |
