Unsupervised hierarchical fingerprint matching. - A. Murat Ozbayoglu; Cihan H. Dagli (ICNN, 1997)

Estimation of Multiphase Flow Properties using Computational Intelligence Models. - A. Murat Özbayoglu; H. Ertan Yuksel (Complex Adaptive Systems, 2011)

Note and Timbre Classification by Local Features of Spectrogram. - Erhan Guven; A. Murat Özbayoglu (Complex Adaptive Systems, 2012)

Estimation of the Burned Area in Forest Fires Using Computational Intelligence Techniques. - A. Murat Özbayoglu; Recep Bozer (Complex Adaptive Systems, 2012)

A Two-level Cascade Evolutionary Computation based Covered Call Trading Model. - Mustafa Ucar; Ilknur Bayram; A. Murat Ozbayoglu (Complex Adaptive Systems, 2013)

Comparison of classifiers for chatter detection. - Recep Tugci; V. Burak Celen; A. Murat Ozbayoglu (SIU, 2013)

A Multi-agent System Model for Partner Selection Process in Virtual Enterprise. - Bahram Lotfi Sadigh; F. Arikan; A. Murat Özbayoglu; Hakki Özgür Ünver; Sadik Engin Kilic (Complex Adaptive Systems, 2014)

TN-RSI: Trend-normalized RSI Indicator for Stock Trading Systems with Evolutionary Computation. - Ugur Sahin; A. Murat Ozbayoglu (Complex Adaptive Systems, 2014)

k-Means Performance Improvements with Centroid Calculation Heuristics Both for Serial and Parallel Environments. - Jeyhun Karimov; A. Murat Ozbayoglu; Erdogan Dogdu (BigData Congress, 2015)

High quality clustering of big data and solving empty-clustering problem with an evolutionary hybrid algorithm. - Jeyhun Karimov; A. Murat Ozbayoglu (IEEE BigData, 2015)

Developing a two level options trading strategy based on option pair optimization of spread strategies with evolutionary algorithms. - Ilknur Ucar; Ahmet Murat Özbayoglu; Mustafa Ucar (CEC, 2015)

Clustering Quality Improvement of k-means Using a Hybrid Evolutionary Model. - Jeyhun Karimov; A. Murat Ozbayoglu (Complex Adaptive Systems, 2015)

Partner Selection in Formation of Virtual Enterprises using Fuzzy Logic. - Shahrzad Nikghadam; Bahram Lotfi Sadigh; A. Murat Ozbayoglu; Hakki Özgür Ünver; Sadik Engin Kilic (ICORES, 2015)

Evaluation of Partner Companies Based on Fuzzy Inference System for Establishing Virtual Enterprise Consortium. - Shahrzad Nikghadam; Bahram Lotfi Sadigh; Ahmet Murat Özbayoglu; Hakki Özgür Ünver; Sadik Engin Kilic (ICORES (Selected Papers), 2015)

Generic menu optimization for multi-profile customer systems. - Jeyhun Karimov; A. Murat Özbayoglu; Bülent Tavli; Erdogan Dogdu (ISSE, 2015)

A survey on semantic Web and big data technologies for social network analysis. - Sercan Külcü; Erdogan Dogdu; A. Murat Ozbayoglu (IEEE BigData, 2016)

A real-time autonomous highway accident detection model based on big data processing and computational intelligence. - A. Murat Ozbayoglu; Yusuf Gökhan Küçükayan; Erdogan Dogdu (IEEE BigData, 2016)

An extended IoT framework with semantics, big data, and analytics. - Omer Berat Sezer; Erdogan Dogdu; A. Murat Ozbayoglu; Aras Onal (IEEE BigData, 2016)

Opinion mining of microblog texts on Hadoop ecosystem. - Muhammed Akif Agca; Senol Ataç; Mehmet Mert Yücesan; Yusuf Gökhan Küçükayan; Ahmet Murat Özbayoglu; Erdogan Dogdu (Int. J. Cloud Comput., 2016)

An Artificial Neural Network-based Stock Trading System Using Technical Analysis and Big Data Framework. - Omer Berat Sezer; A. Murat Ozbayoglu; Erdogan Dogdu (ACM Southeast Regional Conference, 2017)

Weather data analysis and sensor fault detection using an extended IoT framework with semantics, big data, and machine learning. - Aras Can Onal; Omer Berat Sezer; A. Murat Ozbayoglu; Erdogan Dogdu (IEEE BigData, 2017)

Estimation of parameters for the free-form machining with deep neural network. - Gokberk Serin; M. Ugur Gudelek; A. Murat Ozbayoglu; Hakki Özgür Ünver (IEEE BigData, 2017)

A deep learning based stock trading model with 2-D CNN trend detection. - M. Ugur Gudelek; Salih Arda Boluk; A. Murat Ozbayoglu (SSCI, 2017)

An ontology-based multi-agent virtual enterprise system (OMAVE): part 2: partner selection. - Bahram Lotfi Sadigh; Shahrzad Nikghadam; A. Murat Ozbayoglu; Hakki Özgür Ünver; Erdogan Dogdu; Sadik Engin Kilic (Int. J. Comput. Integr. Manuf., 2017)

An ontology-based multi-agent virtual enterprise system (OMAVE): part 1: domain modelling and rule management. - Bahram Lotfi Sadigh; Hakki Özgür Ünver; Shahrzad Nikghadam; Erdogan Dogdu; A. Murat Ozbayoglu; Sadik Engin Kilic (Int. J. Comput. Integr. Manuf., 2017)

MIS-IoT: Modular Intelligent Server Based Internet of Things Framework with Big Data and Machine Learning. - Aras Can Onal; Omer Berat Sezer; A. Murat Ozbayoglu; Erdogan Dogdu (IEEE BigData, 2018)

Automated Generation of Attack Graphs Using NVD. - M. Ugur Aksu; Kemal Bicakci; M. Hadi Dilek; A. Murat Ozbayoglu; Emin Islam Tatli (CODASPY, 2018)

Optimized GPU Implementation of JPEG 2000 for Satellite Image Decompression. - Dervis Utku Ufuk; Alptekin Temizel; Ahmet Murat Özbayoglu (CSE, 2018)

Satellite image band registration with Dynamic Time Warping and Discrete Wavelet Transform. - D. Utku Ufuk; Ibrahim S. Acikgoz; Mustafa Teke 001; A. Murat Ozbayoglu (SIU, 2018)

Algorithmic financial trading with deep convolutional neural networks: Time series to image conversion approach. - Omer Berat Sezer; A. Murat Ozbayoglu (Appl. Soft Comput., 2018)

Context-Aware Computing, Learning, and Big Data in Internet of Things: A Survey. - Omer Berat Sezer; Erdogan Dogdu; Ahmet Murat Özbayoglu (IEEE Internet Things J., 2018)

Deep convolutional autoencoder for radar-based classification of similar aided and unaided human activities. - Mehmet Saygin Seyfioglu; Ahmet Murat Özbayoglu; Sevgi Zubeyde Gurbuz (IEEE Trans. Aerosp. Electron. Syst., 2018)

Financial Forecasting using Deep Learning with an Optimized Trading Strategy. - Anuar Maratkhan; Ibrakhim Ilyassov; Madiyar Aitzhanov; M. Fatih Demirci; A. Murat Ozbayoglu (CEC, 2019)

Financial Trading Model with Stock Bar Chart Image Time Series with Deep Convolutional Neural Networks. - Omer Berat Sezer; Ahmet Murat Özbayoglu (CoRR, 2019)

Neural network based instant parameter prediction for wireless sensor network optimization models. - Ayhan Akbas; Huseyin Ugur Yildiz; Ahmet Murat Özbayoglu; Bülent Tavli (Wirel. Networks, 2019)

Intelligent Chatter Detection in Milling using Vibration Data Features and Deep Multi-Layer Perceptron. - Batihan Sener; Gokberk Serin; M. Ugur Gudelek; A. Murat Ozbayoglu; Hakki Özgür Ünver (IEEE BigData, 2020)

Deep learning for financial applications : A survey. - Ahmet Murat Özbayoglu; Mehmet Ugur Gudelek; Omer Berat Sezer (Appl. Soft Comput., 2020)

Financial time series forecasting with deep learning : A systematic literature review: 2005-2019. - Omer Berat Sezer; Mehmet Ugur Gudelek; Ahmet Murat Özbayoglu (Appl. Soft Comput., 2020)

Web page classification with Google Image Search results. - Fahri Aydos; A. Murat Özbayoglu; Yahya Sirin; M. Fatih Demirci (CoRR, 2020)

Painter Prediction from Artworks with Transfer Learning. - Ceren Cömert; A. Murat Özbayoglu; Cosku Kasnakoglu (ICMRE, 2021)

An Evaluation Study of EMD, EEMD, and VMD For Chatter Detection in Milling. - Pelin Seyrek; Batihan Sener; A. Murat Özbayoglu; Hakki Özgür Ünver (ISM, 2021)

Performance Analysis of Machine Learning Models for Object Recognition in Underwater Video Images. - Baris Güney Özdilli; Mustafa Bora Arslan; Tilbe Alp; Özlem Albayrak; Perin Ünal; Özlem Bozkurt; A. Murat Özbayoglu (SIU, 2021)

Channel Characterization for Aircraft Integrated Antennas via Machine Learning. - Yasin Aksan; Melda Yuksel; Ahmet Murat Özbayoglu (WCNC, 2021)

Precision and energy-efficient ball-end milling of Ti6Al4V turbine blades using particle swarm optimization. - Muge Kahya; A. Murat Ozbayoglu; Hakki Özgür Ünver (Int. J. Comput. Integr. Manuf., 2021)

Deep learning-based investment strategy: technical indicator clustering and residual blocks. - Anuar Maratkhan; Ibrakhim Ilyassov; Madiyar Aitzhanov; M. Fatih Demirci; A. Murat Ozbayoglu (Soft Comput., 2021)

Efficient computation of wireless sensor network lifetime through deep neural networks. - Muhammed Yilmaz; Ahmet Murat Özbayoglu; Bülent Tavli (Wirel. Networks, 2021)

Control System Design and Implementation Based on Big Data and Ontology. - Seyithan Temel; Emre Ummak; Abdülkadir Tokgöz; Furkan Isik; Özlem Albayrak; Perin Ünal; A. Murat Özbayoglu (IEEE Big Data, 2022)

A Big Data Application in Manufacturing Industry-Computer Vision to Detect Defects on Bearings. - Perin Ünal; Özlem Albayrak; Meerim Kubatova; Bilgin Umut Deveci; Ege Çirakman; Ç. Ipek Koçal; A. Murat Özbayoglu (IEEE Big Data, 2022)

A Review: Sensors Used in Tool Wear Monitoring and Prediction. - Perin Ünal; Bilgin Umut Deveci; Ahmet Murat Özbayoglu (MobiWIS, 2022)

Condition Monitoring and Remaining Useful Life Prediction for Tool Wear in CNC Machines. - Perin Ünal; Seyithan Temel; Emre Ummak; Ahmet Murat Özbayoglu (FiCloud, 2023)

Computational intelligence based point of interest detection by video surveillance implementations. - Emre Tercan; Serkan Tapkin; Furkan Küçük; Ali Demirtas; Ahmet Murat Özbayoglu; Abdussamet Türker (Int. Arab J. Inf. Technol., 2023)

Stock Movement Prediction Using Mamba And Ensemble Learning. - Halil Ibrahim Akgün; Ahmet Murat Özbayoglu (IEEE Big Data, 2024)

AI Generated Speech Detection Using CNN. - Meriç Demirörs; Toygar Akgün; Ahmet Murat Özbayoglu (IEEE Big Data, 2024)

A Domain-Aware Federated Learning Study for CNC Tool Wear Estimation. - Inci Sila Kaleli; Perin Ünal; Bilgin Umut Deveci; Özlem Albayrak; Ahmet Murat Özbayoglu (MobiWIS, 2024)

Algorithmic stock trading based on ensemble deep neural networks trained with time graph. - Muhammed Yilmaz; Mustafa Mert Keskin; Ahmet Murat Özbayoglu (Appl. Soft Comput., 2024)

Multimodal Stock Price Prediction. - Furkan Karadas; Bahaeddin Eravci; Ahmet Murat Özbayoglu (ICAART (3), 2025)