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- 2025
- F. D. Eryılmaz Baran and M. Cetin, "AI-Driven Early Diagnosis of Specific Mental Disorders: A Comprehensive Study", Cognitive Neurodynamics, 19(1), 70, 2025.
- N. Şenay and M. Çetin, "Cataract Detection with YOLOv11: Hyperparameter Optimization and Performance Enhancement", In 2025 9th International Symposium on Innovative Approaches in Smart Technologies (ISAS) (pp. 1-6), IEEE, 2025.
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B. Bahtiyar, M. Cetin and S. Beyhan, “Bilinmeyen Markov Atlamalı Sistemlerin Modellemesi ve Ergen Kimlik Arama Algoritması ile Ayarlanmış PID Kontrolü”. Mühendislik Bilimleri ve Tasarım Dergisi, 13(1), 1-16, 2025.
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M. S. Dut and M. Çetin, "Brain Tumor Classification Using Fine-Tuned Transfer Learning". In SETSCI-Conference Proceedings (Vol. 22, pp. 39-42), 2025.
- 2024
- F. D. Eryılmaz Baran and M. Cetin, “Evrişimli Sinir Ağları Kullanarak Beyin Tümörü Sınıflandırması”, Researcher, vol. 04, no. 02, pp. 176-183, 2024.
- S. Beyhan, M. Çetin, "Machine Learning-Based Decision Support System for Optimal Treatment of Acute Inflammation Response with Specific Patient Conditions", Handbook of AI-Based Models in Healthcare and Medicine: Approaches, Theories, and Applications, 330-346, CRC Press.
- I. Kilic, M. Cetin, "Improved Adolescent Identity Search Algorithm for Block-based Image Compression", Expert Systems with Applications 237, 121715, 2024.
- M. Cetin, O.D. Urkan, M. Hekim, E. Cetin, "Power Generation Prediction of a Geothermal-Thermoelectric Hybrid System Using Intelligent Models", Geothermics, 118, 102911, 2024.
- M. Cetin, "State Estimation of Crop, Pest and Predator Model in an Agricultural System", International Congress on Multidisciplinary Approaches in Agricultural Sciences (ASMAC), 15-17 May 2024, pp:313-318, Türkiye.
- 2023
- O.D. Urkan, M. Cetin, M. Hekim, "Hyperparameter Optimization: A Case Study for Geothermal-Thermoelectric Experimental Setup", II. Energy Days Symposium, September 26-27, 2023, Türkiye.
- 2022
- M. Çetin, S. Beyhan, "Long-term Analysis of HIV Infection Therapy with Cubature Kalman Filtering-Based Predictive Control", Neural Computing and Applications, 34, 2133-2155, 2022.
- S. Beyhan, M. Çetin, "Second-Order Hyperparameter Tuning of Model-Based and Adaptive Observers for Time-Varing and Unknown Chaotic Systems", Chaos, Solitons & Fractals, 156, 111898, 2022.
- M. Çetin, S. Beyhan, (2022), "Smart Irrigation Systems Using Machine Learning and Control Theory", The Digital Agricultural Revolution: Innovations and Challenges in Agriculture through Technology Disruptions, 57-85, John Wiley & Sons, 2022.
- M. Çetin, S. Beyhan "Vaccination, Lock-Down, Measures and Time-Varying Reproduction Number Based Estimation and Control of COVID-19 Outbreak in Turkey", Artificial Intelligence and Machine Learning Methods in COVID-19 and Related Health Diseases, Studies in Computational Intelligence, vol 1023, Springer, doi.org/10.1007/978-3-031-04597-4_7, 2022.
- O. Doğukan Urkan, M. Çetin, "Short-term Traffc Prediction Based-on Support Vector Regression", International Conference on Data Analytics for Business and Industry (ICDABI), 25-26 October 2022, Bahrain.
- 2021
- B. Bahtiyar, M. Çetin, S. Beyhan "An Efficient Observer Design for Multi Leak Detection and Isolation in Water Supply Networks", Avrupa Bilim ve Teknoloji Dergisi, 24:364-369, 2021.
- M. Çetin, S. Beyhan, "State and Parameter Estimation of a Nonlinear Servo System Handling Noises and Varying Payloads", International Journal of Applied Mathematics Electronics and Computers, 9(1): 7-14, 2021.
- L. K. Kurtul, M. Çetin, "BabyTube: Ruby on Rails Based Automatic Video and Image Tagging Application", Natural & Applied Sciences Journal, 4(2): 38-52, 2021.
- M. Çetin, S. Beyhan, "Harici Reenfeksiyonlara Bağlı Tüberkülozun Uyarlamalı Kalman Filtre Temelli Optimal Kontrolü", Mühendislik Bilimleri ve Tasarım Dergisi, 8(4), 1260-1268, 2020.
- M. Çetin, S. Beyhan,"Robust Constrained Drug Dosage Regulation of Acute Inflammation Response under Disturbances", International Journal of Applied Mathematics Electronics and Computers, 8(4): 256-262, 2020.
- M. Çetin, S. Beyhan,"Active Fault Tolerant Control for High-Precision Positioning of a Non-contact Mode Uncertain Atomic Force Microscopy", Transactions of the Institute of Measurement and Control, 42(14), 2632-2644, 2020.
- Y. Sarıca, M. Çetin, "Artificial Intelligence Based Game Levelling", Balkan Journal of Electrical & Computer Engineering, 8(2), 147-153, 2020.
- M. Çetin, "Model-based robust suppression of epileptic seizures without sensory measurements", Cognitive Neurodynamics, 14 (1), 51-67, 2020.
- 2019
- M. Çetin, S. Beyhan, "Yapay Zeka ve Tat Algısı: Makineler tat alabilir mi?", Koku ve Tat Algısı, Intertıp yayınevi, syf: 421-430, 2019, ISBN: 978-605-9358-76-7.
- M. Çetin, S. Beyhan, "Modeling and Control of Irrigation Systems: A Short Survey and Future Directions", International Symposium on Innovative Technologies in Engineering and Science (ISITES2019), 22-24 Kasım 2019, Şanlıurfa/Turkey.
- M. Çetin, S. Beyhan, "Simultaneus Estimation and Control of Glucose-Insulin Dynamics in Type-1
Diabetes", 2019 Tıp Teknolojileri Kongresi, TIPTEKNO'19, 3-5 Ekim 2019, Kuşadası/Turkey.
- M. Çetin, B. Bahtiyar, S. Beyhan, "Stabilization of Epileptic Seizures Over Unknown Cortex Dynamics", 2019 Tıp Teknolojileri Kongresi, TIPTEKNO'19, 3-5 Ekim 2019, Kuşadası/Turkey.
- S. Beyhan, M. Çetin, "Elektronik Burun Tasarımı ve Literatür Araştırması", Otomatik Kontrol Türk Milli Komitesi 2019 Ulusal Toplantısı, TOK2019, Muğla Sıtkı Koçman Üniversitesi, 11-14 Eylül 2019, Muğla/Turkey.
- M. Çetin, S. Beyhan, "Elektronik Dil Tasarımı ve Literatür Araştırması", Otomatik Kontrol Türk Milli Komitesi 2019 Ulusal Toplantısı, TOK2019, Muğla Sıtkı Koçman Üniversitesi, 11-14 Eylül 2019, Muğla/Turkey.
- M. Çetin, "Cubature Kalman Filter Based Control of Liquid-Level System", 2nd International Congress on Engineering and Architecture (ENAR), 22-24 Apr 2019, Marmaris/Turkey.
- M. Çetin, "Adaptive Unscented Kalman Filter Based Model Predictive Control for Nonlinear Chemical Reactor", 2nd International Congress on Engineering and Architecture (ENAR), 22-24 Apr 2019, Marmaris/Turkey.
- M. Çetin, "Comparison of Nonlinear Kalman-Type Filtering for FitzHugh Nagumo Neuronal Model", 2nd International Congress on Engineering and Architecture (ENAR), 22-24 Apr 2019, Marmaris/Turkey.
- M. Çetin, S. Beyhan, "Adaptive Stabilization of Uncertain Cortex Dynamics under Joint Estimates and Input Constraints", IEEE Transactions on Circuits and Systems II: Express Briefs, 66 (4), 627-631, 2019.
- M. Çetin, B. Bahtiyar, S. Beyhan, "Adaptive Uncertainty Compensation Based Nonlinear Model Predictive Control with Real-Time Applications", Neural Computing and Applications, 31 (2), 1029-1043, 2019.
- 2018
- B. Bilgi, M. Çetin, S. Beyhan, "Adaptive Ukf Based State Estimation Of HIV, Hepatitis-B and Cancer Mathematical Models", 6th International Conference on Control Engineering & Information Technology, 25-27 Oct 2018, Istanbul/Turkey.
- B. Bilgi, M. Çetin, S. Beyhan, "Adaptive PI and SMC for Control of Uncertain and Varying Time-Delay Chaotic Coronary Artery Vessel", 6th International Conference on Control Engineering & Information Technology, 25-27 Oct 2018, Istanbul/Turkey.
- M. Çetin, S. Beyhan, "Belirsiz Beyin Korteks Modelinin Durum ve Parametre Kestirimi", Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi, TOK'2017 - Otomatik Kontrol Türk Milli Komitesi Ulusal Toplantısı Özel Sayısı, 24(8), 1425-1434, 2018.
- E. Çetin, M. Çetin, "Examining of a New Generation Data Logger System for Rooftop Photovoltaic Power Plants", IJAS 2018, Conference for Academic Disciplines, July 24-27, 2018, Budapest/Hungary.
- M. Çetin, E. Çetin, "Short-Term Identifying Of Electricity Generation And Shares By Energy Resources In Turkey", IJAS 2018, Conference for Academic Disciplines, July 24-27, 2018, Budapest/Hungary.
- M. Çetin, "Online Identification of Various Bitcoin Currency Statistics", II. International Scientific and Vocational Studies Congress-Engineering and Natural Sciences, 05-08 July 2018, Ürgüp, TURKEY.
- M. Çetin, S. Beyhan, S. İplikçi, "Time-Varying Fault Tolerant Control of Nonlinear MIMO Systems", IEEE 26th Mediterranean Conference on Control and Automation, 19-22 June 2018, Zadar, Croatia.
- M. Çetin, B. Bahtiyar, S. Beyhan, "Control of Uncertain Mechanical Systems: Adaptive Functional-Link Neural Network Uncertainity Compensation Based Model Predictive Control", NOVA Book Publishers Inc., 2018, Kabul edildi.
- Y. Sarıca, M. Çetin, "Dynamic Difficulty Methodologies in Games", ICAT, 7th International Conference on Advanced Technology & Sciences, 28 Nisan-1 Mayıs 2018, Antalya, TURKEY.
- B. Bahtiyar, M. Çetin, S. Beyhan, "Simultaneous Time Delay and State Estimation of Nonlinear Systems", ICAT, 7th International Conference on Advanced Technology & Sciences, 28 Nisan-1 Mayıs 2018, Antalya, TURKEY.
- B. Bahtiyar, M. Çetin, S. Beyhan, "Robust Adaptive Fuzzy Control of Unknown Markovian Jump Systems", ICAT, 7th International Conference on Advanced Technology & Sciences, 28 Nisan-1 Mayıs 2018, Antalya, TURKEY.
- B. Bahtiyar, M. Çetin, S. Beyhan, S. İplikçi, "An Efficient Sliding-Mode Observer Based Model Predictive Control: Experimental Implementation on a DC/DC Power Converter", Transactions of the Institute of Measurement and Control, 2018, vol:40, Issue: 8, pg:2488-2497, 2018
- 2017
- Ç. Yıldırım, C. Atik, M. Çetin, "Analyzing The Content of Dairy Products Using Image Processing Techniques", International Conference on Technology, Engineering and Science (ICONTES), 26-29 October 2017, Antalya, TURKEY.
- M. Çetin, S. Beyhan, "Gözetleyici Temelli Beyin Korteks Model Durum Tahmini", Otomatik Kontrol Türk Milli Komitesi 2017 Ulusal Toplantısı, TOK2017, Yıldız Teknik Üniversitesi, 21-23 Eylül 2017, İstanbul, TURKEY.
- M. Çetin,"Investigation of Parameter Estimation Methods in System Identification", IJAS 2017, Conference for Academic Disciplines, June 25 - 29, 2017 – Vienna/Austria.
- A. Kardeşler, M. Çetin, M.D. Elbi, "Understanding of Bipolar Disorder on Rat Behaviors via Nonlinear State Estimation", ICAT, 5th International Conference on Advanced Technology & Sciences, Bahçeşehir Üniversitesi, 09-12 Mayıs 2017, İstanbul, TURKEY.
- B. Bahtiyar, M. Çetin, S. Beyhan, "Controllers Design for a Real-Time Sepic Converter", International Conference on Engineering Technology and Innovation, Sarajevo, Bosnia and Herzegovina, 22-26 March 2017.
- M. Çetin, S. Beyhan S. İplikçi, "Soft Sensor Application with RK Based Nonlinear Observers and Experimental Comparisons", International Journal of Intelligent Automation & Soft Computing, vol:23, Issue: 01, pg:109-116, 2017.
- 2016
- M. Çetin, S. Beyhan, "Nonlinear Observer Design for Biological Systems: A Case Study for Neuronal Models", Developments in Science and Engineering, St. Kliment Ohridski University Press ,pg: 196-212, 2016, ISBN: 978-954-07-4137-6.
- B. Bahtiyar, M. Çetin, S. Beyhan, S. İplikçi, "Gerçek Zamanlı DC/DC Güç Dönüştürücü Tasarımı ve Kontrolü", Otomatik Kontrol Türk Milli Komitesi 2016 Ulusal Toplantısı, TOK2016, Osmangazi Üniversitesi, 29 Eylül -1 Ekim 2016, Eskişehir, TURKEY.
- M. Çetin, S. Beyhan, "Observer Design for the Hodgkin-Huxley Neuronal Model", ICAT, 3rd International Conference on Advanced Technology & Sciences, Selçuk Üniversitesi, 01-03 Eylül 2016, Konya, TURKEY.
- M. Çetin, S. Beyhan, B. Bahtiyar, "Yapay Sinir Ağı Temelli Uyarlamalı Doğrusal Model-Öngörülü Kontrol", Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi, TOK'2015 - Otomatik Kontrol Türk Milli Komitesi Ulusal Toplantısı Özel Sayısı, 22 (8), pg: 650-658, 2016
- M. Çetin, E. Çetin, "Monitoring, Communication and Control Systems for Photovoltaic Power Plants", IJAS 2016, Conference of the International Journal of Arts & Sciences, ISSN: 1943-6114 : 09 (03): 285–286, 2016 .
- 2015
- M. Çetin, S. İplikçi, "A Novel Auto-Tuning PID Control Mechanism for Nonlinear Systems." , ISA Transactions, 58 (2015): 292-308.
- M. Çetin, "Cloud Computing Security Risks", IJAS 2015, Conference for Academic Disciplines, June 23 - 26, 2015 – Barcelona/Spain
- 2014
- M. Çetin, S. İplikçi, "Parametre Kestirim Temelli Servo Kontrol", Otomatik Kontrol Türk Milli Komitesi 2014 Ulusal Toplantısı, TOK2014, Kocaeli Üniversitesi, 11-13 Eylül 2014, Kocaeli, TURKEY.
- 2013
- M. Çetin, S. İplikçi, S. Beyhan, "State Estimation with Runge-Kutta Model-Based Nonlinear Observers", 26th European Conference on Operational Research-EURO2013, 1-4 July 2013, Rome, ITALY.
- M. Çetin, S. Beyhan, S. İplikçi, "Doğrusal Olmayan Sistemler için Runge-Kutta Model Tabanlı Uyarlamalı PID Denetleyici", Otomatik Kontrol Türk Milli Komitesi 2013 Ulusal Toplantısı, TOK2013, İnönü Üniversitesi, 26-28 Eylül 2013, Malatya, TURKEY.
- 2012
- M. Çetin, S. Beyhan, S. İplikçi, "Runge-Kutta Model Tabanlı Doğrusal Olmayan Gözetleyici ile Durum Kestirimi", Otomatik Kontrol Türk Milli Komitesi 2012 Ulusal Toplantısı, TOK2012, Niğde Üniversitesi, 11-13 Ekim 2012, Niğde, TURKEY.
- 2008
- M. Çetin, M. Aydos, "Using IEEE 802.1x Standard in Security of Electronic Health Records", 5th International Electrical and Computer Systems, EECS'08, European University of Lefke, 27-28 November 2008, Lefke, CYPRUS.
- 2007
- Y. Öner, O. Gürdal, E. Çetin ve M. Çetin, "Küresel Motor Tabanlı Güvenlik Otomasyonu, Endüstri&Otomasyon Dergisi, Sayı:122, S:16-19, Mayıs 2007.
- 2006
- M. Çetin, M. Aydos. "Elektronik Sağlık Kayıtları Güvenliğinde IEEE 802.1x Standardının Kullanılması". Ulusal Elektronik İmza Sempozyumu. 7-8 Aralık 2006, Ankara, TURKEY.
- M. Çetin, M. Karaman, M. Aydos. "Risk Oranı Yüksek Veri Yoğunluğuna Sahip Geniş Hastane Ağlarında IEEE 802.1x Standardı ile Ağ Güvenliği ve Otomatik VLAN Yapılandırmaları". IV. Bilgitek ve Akademik Bilişim 2006 Sempozyumu, 9-11 Şubat 2006, Denizli, TURKEY.
- M. Çetin, A.Uğur, Ş. Bayzan. "İleri Beslemeli Yapay Sinir Ağlarında Backpropagation Algoritmasının Sezgisel Yaklaşımı". IV. Bilgitek ve Akademik Bilişim 2006 Sempozyumu, 9-11 Şubat 2006, Denizli, TURKEY
- A.Uğur, Ş. Bayzan, M. Çetin. "Kod Gizleme Analizleri Doğrultusunda Geliştirilen Ödev Değerlendirme Yazılımı". IV. Bilgitek ve Akademik Bilişim 2006 Sempozyumu, 9-11 Şubat 2006, Denizli, TURKEY.
- 2005
- M. Çetin, M. Aydos. "Otomatik VLAN Yapılandırmalarında IEEE 802.1x Standardı Kullanımının Sistem Performansına Etkisi". İletişim Teknolojileri Ulusal Sempozyumu, Çukurova Üniversitesi, 17-19 Kasım 2005 .
- Y. Öner, O. Gürdal, E. Çetin ve M. Çetin, "Küresel Motor Tabanlı Güvenlik Otomasyonu, 3. Otomasyon Sempozyumu" 11-12 Kasım 2005, Denizli, TURKEY.
- M. Çetin, S. Altan, ve M. Aydos. "Kampus Ağlarında İstenmeyen Trafiğin Önlenmesi ve Sistem Performansının Arttırılması". 4th International Advanced Technologies Symposium, September 28-30, 2005, Konya, TURKEY.
- E. Çetin, N.L. Özer ve M. Çetin, "Porselen İzolatörlerde İzolasyon Problemi", Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi, Cilt:11, Sayı:2, 2005
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