| 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 |
| 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. |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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. |
| 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 |
| 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. |
| 2021 | Driver drowsiness detection by employing CNN and DLIB | Ali N.; Hasan I.; Özyer, Tansel ; Alhajj R. |
| 2009 | Dynamic cache invalidation scheme for wireless mobile environments | Madhukar, Alok; Özyer, Tansel ; 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 |
| 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 |
| 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 |
| 31-Jul-2017 | From social media analysis to ubiquitous event monitoring: The case of Turkish tweets | Erdoğan, A. E.; Ylmaz, T.; Sert, Onur Can; Akyüz, M.; Özyer, Tansel ; Alhajj, Reda |
| 2019 | Fuzzy classification methods based diagnosis of parkinson’s disease from speech test cases | Dastjerd, Niousha Karim; Sert, Onur Can; Özyer, Tansel ; Alhajj, Reda |
| 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 |
| 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. |
| 2021 | Human action recognition approaches with video datasets-A survey | Ozyer, Tansel ; Ak, Duygu Selin; Alhajj, Reda |
| 2010 | Human Centric Data Representation: From Fuzzy Relational Databases into Fuzzy XML | Kassem, A.; Yldrm, U. O.; Turut, K. A.; Wiil, U. K.; Özyer, Tansel ; Alhajj, Reda |
| 2011 | A hybrid approach to content-based image retrieval | Aşilioğlu G.; Kaya E. M.; Sarıkaya D.; Gao, S.; Özyer, T. ; Jida J.; Alhajj R. |
| 2022 | Hybrid Method by Integrating Deep Reinforcement Learning and Heuristics Approach for Capacitated Vehicle Routing Problem | Aktaş, Y.F.; Özbayoğlu, A.M. |
| 2014 | IEEE 802.11 WLAN Based Real Time Indoor Positioning: Literature Survey and Experimental Investigations | Kul, Gökhan; Özyer, Tansel ; Tavlı, Bülent |
| 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 |
| 2011 | Integrating multi-objective genetic algorithm based clustering and data partitioning for skyline computation | Ozyer, Tansel ; Zhang, Ming; Alhajj, Reda |
| 17-May-2017 | Integrating SOM and fuzzy k-means clustering for customer classification in personalized recommendation system for non-text based transactional data | Dhaliwal, S.; Van, N. N.; Dhaliwal, M.; Rokne J.; Alhajj, Reda; Özyer, Tansel |
| 2016 | Integrating text mining, data mining, and network analysis for identifying genetic breast cancer trends | Jurca, G.; Addam, O.; Aksaç, A.; Gao, S.; Özyer, Tansel ; Demetrick, D.; Alhajj, Reda |
| 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 |
