M.Umut DEMiREZEN

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Gokhan InalhanBAE Systems Chair, Professor of Autonomous Systems and Artificial Intelligence, Cranfield UniversityVerified email at cranfield.ac.uk
Seref SagirogluProfessor of Software Engineering at Gazi University Computer Engineering Department, Ankara, TurkeyVerified email at gazi.edu.tr
Mevlüt UzunCentre for Autonomous and Cyber-Physical Systems, Cranfield UniversityVerified email at cranfield.ac.uk
Burak YuksekAttitude and Orbital Control System EngineerVerified email at in-space.co.uk
Hasan KaraliAerospace Engineering, Cranfield UniversityVerified email at cranfield.ac.uk
Mustafa Hadi DilekSTMVerified email at stm.com.tr
Emre KoyuncuIstanbul Technical University (ITU)Verified email at itu.edu.tr
Ramazan TerziAssistant Professor of Computer Engineering, Amasya UniversityVerified email at amasya.edu.tr
M. Adil YükselenProfessor of Aerodynamics, İstanbul Technical UniversityVerified email at itu.edu.tr
Kemal BıçakcıProfessor, Istanbul Technical UniversityVerified email at itu.edu.tr
Dr. Emin İslam TATLIDirector of Cyber Security @ TurkcellVerified email at turkcell.com.tr
Duygu SİNANÇ TERZİAmasya UniversityVerified email at gazi.edu.tr
Uraz YavanogluAssistant Professor of Computer Engineering, Gazi UniversityVerified email at asu.edu
Mehmet Saygin SeyfiogluUniversity of WashingtonVerified email at cs.washington.edu
Antonios TsourdosCranfield university Verified email at cranfield.ac.uk
Emre SaldiranCranfield UniversityVerified email at cranfield.ac.uk
Ramazan YeniçeriIstanbul Technical University, Department of Aeronautical EngineeringVerified email at itu.edu.tr
Sinan OguzResearcher and Ph.D. Candidate at Ecole Polytechnique de Bruxelles | ULBVerified email at ulb.be
Mustafa DemirIstanbul Technical University (ITU)Verified email at itu.edu.tr
Basak GEVER EKİNCİUniversity of Turkish Aeronautical AssociationVerified email at thk.edu.tr

M.Umut DEMiREZEN

Associate Professor of Computer Science and Engineering. Udemy Inc, Senior Manager.

Verified email at demirezen.tech - Homepage

Artificial Intelligence Deep Learning Scientific Machine Learning Quantum Computing/ML Causal ML


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A quantitative CVSS-based cyber security risk assessment methodology for IT systems MU Aksu, MH Dilek, Eİ Tatlı, K Bicakci, HI Dirik, MU Demirezen, T Aykır 2017 International Carnahan Conference on Security Technology (ICCST), 1-8, 2017	106	2017
Physics Guided Deep Learning for Data-Driven Aircraft Fuel Consumption Modeling M Uzun, MU Demirezen, G Inalhan Aerospace 2021 8 (2), 55, 2021	28	2021
A hierarchical approach for sentiment analysis and categorization of Turkish written customer relationship management data MS Seyfioğlu, MU Demirezen 2017 Federated Conference on Computer Science and Information Systems …, 2017	25	2017
Design of a Hybrid Digital-Twin Flight Performance Model Through Machine Learning M Uzun, MU Demirezen, E Koyuncu, G Inalhan 2019 IEEE Aerospace Conference, 2019	22	2019
Cooperative planning for an unmanned combat aerial vehicle fleet using reinforcement learning B Yuksek, M Umut Demirezen, G Inalhan, A Tsourdos Journal of Aerospace Information Systems 18 (10), 739-750, 2021	21	2021
Big data perspective for driver/driving behavior R Terzi, S Sagiroglu, MU Demirezen IEEE Intelligent Transportation Systems Magazine 12 (2), 20-35, 2018	20	2018
Design of a Deep Learning Based Nonlinear AerodynamicSurrogate Model for UAVs K Hasan, D Mustafa Umut, AY Mahmut, I Gokhan AIAA Scitech 2020 Forum, 2020	19	2020
A simulation-based development and verification architecture for micro uav teams and swarms M Akcakoca, BM Atici, B Gever, S Oguz, U Demirezen, M Demir, ... AIAA Scitech 2019 Forum, 1979, 2019	19	2019
A new nonlinear lifting line method for aerodynamic analysis and deep learning modeling of small unmanned aerial vehicles H Karaali, G İnalhan, MU Demirezen, MA Yükselen International Journal of Micro Air Vehicles 13 (Jan), 2021	17	2021
Evaluations of big data processing DS Terzi, U Demirezen, S Sagiroglu Services Transactions on Big Data 3 (1), 44-53, 2016	16	2016
Büyük Veri ve Açık Veri: Temel Kavramlar R Terzi, Ş Sağıroğlu, MU Demirezen Büyük Veri ve Açık Veri Analitiği: Yöntemler ve Uygulamalar, Şeref Sağıroğlu …, 2017	14	2017
Explainable Credit Card Fraud Detection with Image Conversion D Sinanc, U Demirezen, Ş Sağıroğlu ADCAIJ: Advances in Distributed Computing and Artificial Intelligence …, 2021	13	2021
A novel physics informed deep learning method for simulation-based modelling H Karali, UM Demirezen, MA Yukselen, G Inalhan AIAA Scitech 2021 Forum, 0177, 2021	7	2021
A ga-based cnn model for brain tumor classification K Özdem, Ç Özkaya, Y Atay, E Çeltikçi, A Börcek, U Demirezen, ... 2022 7th International Conference on Computer Science and Engineering (UBMK …, 2022	6	2022
Applying novel adaptive activation function theory for launch acceptability region estimation with neural networks in constrained hardware environments: Performance comparison A Filgöz, G Demirezen, MU Demirezen 2021 IEEE/AIAA 40th Digital Avionics Systems Conference (DASC), 1-10, 2021	6	2021
Image Based Malware Classification with Multimodal Deep Learning MU Demirezen International Journal of Information Security Science 10 (2), 42-59, 2021	6	2021
A Novel Approach and Application of Time Series to Image Transformation Methods on Classification of Underwater Objects AC BUZ, MU DEMİREZEN, U YAVANOĞLU Gazi Mühendislik Bilimleri Dergisi (GMBD) 7 (1), 1-11, 2021	5	2021
Development of UCAV fleet autonomy by reinforcement learning in a wargame simulation environment B Yuksek, UM Demirezen, G Inalhan AIAA Scitech 2021 Forum, 0175, 2021	5	2021
Büyük Veri Uygulamaları için Bir Lamda Mimari Geliştirilmesi/Developing a Lambda Architecture for Big Data Processing Applications MU Demirezen Ankara, Aralık, 2015	5	2015
Quadratic residual multiplicative filter neural networks for efficient approximation of complex sensor signals MU Demirezen IEEE Access, 2023	4	2023

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