| Issue Date | Title | Author(s) |
| 2008 | Adaptive Weighted Multi-Criteria Fuzzy Query Processing for Web Based Real Estate Applications | Işıkman, Ömer Özgün; Özdemir, Murat; Gökçe, Harun; Yalım, B. Görkem; Özyer, Tansel ; Alhajj, Reda |
| 2021 | Algorithmic Analysis of Priority-Based Bin Packing | Wojciechowski, P.; Subramani, K.; Velasquez, A.; Caskurlu, B. |
| Sep-2018 | Algorithmic Financial Trading With Deep Convolutional Neural Networks: Time Series To Image Conversion Approach | Sezer, Ömer Berat; Özbayoğlu, Ahmet Murat |
| 2021 | Analysing Seer Cancer Data Using Signed Maximal Frequent Itemset Networks | Kocak, Yunuscan; Ozyer, Tansel |
| 2021 | Analysis and Comparison of Honeypot Activities on Two Isp Networks | Yener, Devran; Özyer, Tansel ; Kugu E. |
| 2020 | Analysis and Evaluation of Keystroke Dynamics as a Feature of Contextual Authentication | Bıçakcı, Kemal ; Salman, O.; Uzunay Y.; Tan, M. |
| May-2020 | Analysis and Prediction in Sparse and High Dimensional Text Data: the Case of Dow Jones Stock Market | Sert, Onur Can; Şahin, Salih Doruk; Özyer, Tansel ; Alhajj, Reda |
| 2012 | Analysis of Gas-Liquid Behavior in Eccentric Horizontal Annuli With Image Processing and Artificial Intelligence Techniques | Özbayoğlu, Ahmet Murat ; Yüksel, H. Ertan |
| 2018 | Anomaly Detection in Vehicle Traffic With Image Processing and Machine Learning | Sarıkan, Selim S.; Özbayoğlu, Ahmet Murat |
| 2016 | Anti-Cancer Drug Activity Prediction by Ensemble Learning | Tolan, Ertan; Tan, Mehmet |
| 2024 | Artificial Intelligence for Machining Process Monitoring | Ünver, H.; 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. |
| 2006 | Association-Rules Mining Based Broadcasting Approach for Xml Data | Chenier, Cameron; Jun, J. James; Zhang, Jason; Özyer, Tansel ; Alhajj, Reda |
| 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 |
| 2021 | Automated Molecule Generation Using Deep Q-Learning and Graph Neural Networks | Isik R.; Tan, Mehmet |
| 2017 | Automated Vehicle Classification With Image Processing and Computational Intelligence | Sarıkan, Selim S.; Özbayoğlu, Ahmet Murat ; Zilci, Oğuzhan |
| 2008 | A Bi-Criteria Scheduling Framework for the Supply Chain Management of Mobile Providers | Gezer, Goektuerk; Yaz, İlker; Taymaz, Hasan Mert; Özyer, Tansel ; Alhajj, Reda |
| 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 |
| 2016 | Biological Network Derivation by Positive Unlabeled Learning Algorithms | Pancaroglu, Doruk; Tan, Mehmet |
| 5-Jul-2018 | Bitcoin Movement Prediction With Text Mining | Ceyhan, Kıvanç|Kurtulmaz, E.; Sert, Onur Can; Özyer, Tansel |
| 9-Jun-2015 | Boosting Real-Time Recognition of Hand Posture and Gesture for Virtual Mouse Operations With Segmentation | Öztürk, O.; Aksaç, Alper; Özyer, Tansel ; Alhajj, Reda |
| 2019 | Brecahad: a Dataset for Breast Cancer Histopathological Annotation and Diagnosis | Aksaç, Alper; Demetrick, D. J.; Özyer, Tansel ; Alhajj, Reda |
| 2021 | Cactus: a Digital Tool for Quality Assurance, Education and Evaluation in Surgical Pathology | Aksaç, Alper; Demetrick, Douglas J.; Box, Adrian; DiFrancesco, Lisa; Minoo, Parham; Özyer, Tansel ; Rokne, Jon |
| Jan-2020 | Cactus: Cancer Image Annotating, Calibrating, Testing, Understanding and Sharing in Breast Cancer Histopathology | Aksac, A.; Özyer, Tansel ; Demetrick, D. J.; Alhajj, Reda |
| Apr-2014 | Capacity Allocation Games for Network-Coded Multicast Streaming | Anshelevich, Elliot; Çaşkurlu, Buğra ; Kar, Koushik; Zhang, Hang |
| 2015 | A Case Study for the Churn Prediction in Turksat Internet Service Subscription | Gök, Mehmet; Özyer, Tansel ; Jida, Jamal |
| 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 |
| Sep-2020 | Chemical Induced Differential Gene Expression Prediction on Lincs Database | Işık, R.; Ekşioğlu, I.; Maral, B. C.; Bardak, B. ; Tan, Mehmet |
| 2016 | Classification of Hiv Data by Constructing a Social Network With Frequent Itemsets | Koçak, Yunuscan; Özyer, Tansel ; Alhajj, Reda |
| 2018 | Classification of Turkish Documents Using Paragraph Vector | Sarı, Mustafa; Özbayoğlu, Ahmet Murat |
| 2006 | Clustering by Integrating Multi-Objective Optimization With Weighted K-Means and Validity Analysis | Ozyer, Tansel ; Alhajj, Reda; Barker, Ken |
| 2015 | Clustering Quality Improvement of K-Means Using a Hybrid Evolutionary Model | Karimov, Jeyhun; Özbayoğlu, Ahmet Murat |
| 2009 | A Collaborative and Content Based Event Recommendation System Integrated With Data Collection Scrapers and Services at a Social Networking Site | Kayaalp, Mehmet; Özyer, T. ; Özyer, S. T. |
| 2006 | Combining Validity Indexes and Multi-Objective Optimization Based Clustering | Ozyer, Tansel ; Alhajj, Reda |
| 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 |
| Jun-2017 | Complex Networks Driven Salient Region Detection Based on Superpixel Segmentation | Aksaç, Alper; Özyer, Tansel ; Alhajj, Reda |
| 20-Oct-2017 | A Comprehensive Approach for Validating P53 Binding Site Predictions | Özyer, Tansel ; Alhajj, Reda |
| 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. |
| 2013 | A Consistency-Based Feature Selection Method Allied With Linear Svms for Hiv-1 Protease Cleavage Site Prediction | Öztürk, Orkun; Aksaç, Alper; Elsheikh, Abdallah; Özyer, Tansel ; Alhajj, Reda |
| Feb-2018 | Context-Aware Computing, Learning, and Big Data in Internet of Things: a Survey | Sezer, Ömer Berat; Doğdu, Erdoğan; Özbayoğlu, Ahmet Murat |
| 2021 | A Convolutional Deep Clustering Framework for Gene Expression Time Series | Özgül, Ozan Frat; Bardak, Batuhan ; Tan, Mehmet |
| Jul-2018 | Correction To: Realizing Drug Repositioning by Adapting a Recommendation System To Handle the Process (vol 19, 136, 2018) | Özsoy, Makbule Gülçin; Özyer, Tansel ; Polat, Faruk; Alhajj, Reda |
| Dec-2019 | Cutesc: Cutting Edge Spatial Clustering Technique Based on Proximity Graphs | Aksaç, Alper; Özyer, Tansel ; Alhajj, Reda |
| 2013 | Çok Amaçlı Evrimsel Algritmalar ile Doğal Kümeleme Bulma | Özyer, Tansel |
| Feb-2020 | Data on Cut-Edge for Spatial Clustering Based on Proximity Graphs | Aksaç, Alper; Özyer, Tansel ; Alhajj, Reda |
| 2008 | Deciding on Number of Clusters by Multi-Objective Optimization and Validity Analysis | Ozyer, Tansel ; Alhajj, Reda |
| 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 |
| 2021 | Deepgrep: a Deep Convolutional Neural Network for Predicting Gene-Regulating Effects of Small Molecules | Bardak B.; Tan, Mehmet |
| 2023 | Derin Spektroskopi: Derin Öğrenme Yöntemleri ile Karmaşık Numunelerin Ftir Spektrumlarının Incelenmesi | Yaman, Mecit; Tan, Mehmet ; İnci, Özlem Gülüm; Garifullink, Ruslan; Jehiche, Asma; Kızılkaya, Mert |
| 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 |
| 2011 | Discovering Cancer Biomarkers: From Dna To Communities of Genes | Alshalalfa M.; Özyer, T. ; Alhajj R.; Rokne J. |
| 2017 | Disease Outbreak Prediction by Data Integration and Multi-Task Learning | Bardak, Batuhan ; Tan, Mehmet |
| 2021 | Driver Drowsiness Detection by Employing Cnn and Dlib | Ali N.; Hasan I.; Özyer, Tansel ; Alhajj R. |
| Sep-2019 | Drug Response Prediction by Ensemble Learning and Drug-Induced Gene Expression Signatures | Tan, Mehmet ; Özgül, Ozan Fırat; Bardak, Batuhan ; Ekşioğlu, Işıksu; Sabuncuoğlu, S. |
| 2014 | Drug Sensitivity Prediction for Cancer Cell Lines Based on Pairwise Kernels and Mirna Profiles | Tan, Mehmet |
| 2009 | Dynamic Cache Invalidation Scheme for Wireless Mobile Environments | Madhukar, Alok; Özyer, Tansel ; Alhajj, Reda |
| 2017 | Edge Distance Graph Kernel and Its Application To Small Molecule Classification | Tan, Mehmet |
| 2012 | Effective Enrichment of Gene Expression Data Sets | Şirin, Utku; Erdoğdu, Utku; Tan, Mehmet ; Polat, Faruk; Alhajj, Reda |
| Jun-2016 | Effective Gene Expression Data Generation Framework Based on Multi-Model Approach | Şirin, Utku; Erdoğdu, Utku; Polat, Faruk; Tan, Mehmet ; Alhajj, Reda |
| 31-Jul-2017 | Effectiveness of Mobile Electrocardiogram in Healthcare: From Mobile Application and Development To Community Reaction | Kassem, A.; Yldrm, U. O.; Turut, K. A.; Wiil, U. K.; Özyer, Tansel ; Alhajj, Reda |
| 2021 | Efficient Computation of Wireless Sensor Network Lifetime Through Deep Neural Networks | Yılmaz, Muhammed; Özbayoğlu, Ahmet Murat ; Tavlı, Bülent |
| 2008 | Employing Clustering Techniques for Automatic Information Extraction From Html Documents | Ashraf, Fatima; Özyer, Tansel ; Alhajj, Reda |
| 2011 | Employing Machine Learning Techniques for Data Enrichment: Increasing the Number of Samples for Effective Gene Expression Data Analysis | Erdoğdu, Utku; Tan, Mehmet ; Alhajj, Reda; Polat, Faruk; Demetrick, Douglas; Rokne, Jon |
| 2015 | Employing Social Network Analysis for Disease Biomarker Detection | Özyer, Tansel ; Üçer, Serkan; İyidoğan, Taylan |
| 2007 | Enhanced Graph Based Genealogical Record Linkage | Sweet, Cary; Özyer, Tansel ; Alhajj, Reda |
| 2011 | Ensemble of Multi-Objective Clustering Unified With H-Confidence Metric as Validity Metric | Sert, Onur Can; Dursun, Kayhan; Özyer, Tansel |
| 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 |
| 31-Jul-2017 | An Evolutionary Approach for Detecting Communities in Social Networks | Öztürk, K.; Polat, F.; Özyer, Tansel |
| Nov-2019 | Evolutionary Optimized Stock Support-Resistance Line Detection for Algorithmic Trading Systems | Yıldırım, E. O.; Uçar, M.; Özbayoğlu, Ahmet Murat |
| 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 |
| 2010 | Feature Selection for Graph Kernels | Tan, Mehmet ; Polat, Faruk; Alhajj, Reda |
| 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 |
