A Hierarchical Approach for Sentiment Analysis and Categorization of Turkish Written Customer Relationship Management Data. - Mehmet Saygin Seyfioglu; Mustafa Umut Demirezen (FedCSIS, 2017)

A quantitative CVSS-based cyber security risk assessment methodology for IT systems. - M. Ugur Aksu; M. Hadi Dilek; Emin Islam Tatli; Kemal Bicakci; H. Ibrahim Dirik; Mustafa Umut Demirezen; Tayfun Aykir (ICCST, 2017)

Trajectory Tracking Control Performance Analysis of a Quadrotor in the Presence of External Disturbances. - Abdurrahman Bayrak; Mustafa Umut Demirezen; Mehmet Önder Efe (EECS, 2018)

Big Data Perspective for Driver/Driving Behavior. - Ramazan Terzi; Seref Sagiroglu; Mustafa Umut Demirezen (IEEE Intell. Transp. Syst. Mag., 2020)

Cooperative Planning for an Unmanned Combat Aerial Vehicle Fleet Using Reinforcement Learning. - Burak Yuksek; Mustafa Umut Demirezen; Gökhan Inalhan; Antonios Tsourdos (J. Aerosp. Inf. Syst., 2021)

Quadratic Residual Multiplicative Filter Neural Networks for Efficient Approximation of Complex Sensor Signals. - Mustafa Umut Demirezen (IEEE Access, 2023)

New models developed for detection of misconceptions in physics with artificial intelligence. - Mustafa Umut Demirezen; Özgür Yilmaz; Elif Ince (Neural Comput. Appl., 2023)

Performance Analysis of Lambda Architecture-Based Big-Data Systems on Air/Ground Surveillance Application with ADS-B Data. - Mustafa Umut Demirezen; Tugba Selcen Navruz (Sensors, 2023)

Optimal Reusable Rocket Landing Guidance: A Cutting-Edge Approach Integrating Scientific Machine Learning and Enhanced Neural Networks. - Ugurcan Çelik; Mustafa Umut Demirezen (IEEE Access, 2024)

A novel brain tumor magnetic resonance imaging dataset (Gazi Brains 2020): initial benchmark results and comprehensive analysis. - Seref Sagiroglu; Ramazan Terzi; Emrah Celtikci; Alp Özgün Börcek; Yilmaz Atay; Bilgehan Arslan; Mustafa Caglar Sahin; Kerem Nernekli; Mustafa Umut Demirezen; Okan Bilge Özdemir; Kevser Özdem Karaca; Nuh Azginoglu (PeerJ Comput. Sci., 2025)