Theses

  • Çetin, M., PhD Thesis, (2015), "Runge-Kutta Model-Based Adaptive Estimation and Control", Pamukkale University, Institute of Science, Electrical and Electronics Engineering, Denizli, Turkey, (Under the supervision of  Prof. Dr. Serdar İPLİKÇİ).  
  • Çetin, M., MSc Thesis, (2006), "Auto VLAN Designs and QoS Analysis' in Enterprrise Campus Networks", Pamukkale University, Institute of Science, Electrical and Electronics Engineering, Denizli, Turkey, (Under the supervision of  Assist. Prof. Dr. Murat AYDOS).  

 

Publications by Year

2024

  1. Eryılmaz Baran, F.D and Cetin, M., “Evrişimli Sinir Ağları Kullanarak Beyin Tümörü Sınıflandırması”, Researcher, vol. 04, no. 02, pp. 176-183, 2024. 
  2. Beyhan S., Çetin, M.,  "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. 
  3. Kilic, I., Cetin, M., "Improved Adolescent Identity Search Algorithm for Block-based Image Compression", Expert Systems with Applications 237, 121715, 2024. 
  4. Cetin, M., Urkan, O.D., Hekim, M., Cetin, E., "Power Generation Prediction of a Geothermal-Thermoelectric Hybrid System Using Intelligent Models", Geothermics, 118, 102911, 2024. 
  5. Cetin, M.,  "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

  1. Urkan, O.D., Cetin, M., Hekim, M., "Hyperparameter Optimization: A Case Study for Geothermal-Thermoelectric Experimental Setup",  II. Energy Days Symposium, September 26-27, 2023, Türkiye.

 

2022

  1. Çetin, M., Beyhan S., "Long-term Analysis of HIV Infection Therapy with Cubature Kalman Filtering-Based Predictive Control", Neural Computing and Applications, 34, 2133-2155, 2022.
  2. Beyhan S., Çetin, M.,  "Second-Order Hyperparameter Tuning of Model-Based and Adaptive Observers for Time-Varing and Unknown Chaotic Systems", Chaos, Solitons & Fractals, 156, 111898, 2022.
  3. Çetin, M., Beyhan S., "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.
  4. Çetin, M., Beyhan S., "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.
  5. Urkan, O.D. Çetin, M., "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

  1. Çetin, M., Beyhan, S., "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.
  2. Bahtiyar B., Çetin, M., Beyhan S., "An Efficient Observer Design for Multi Leak Detection and Isolation in Water Supply Networks", European Journal of Science and Technology (EJOSAT), 24:364-369, 2021.
  3. 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.

 

2020

  1. Çetin, M., "Model-based Robust Suppressions of Epileptic Seizures Without Sensory Measurements", Cognitive Neurodynamics, 14 (1), 51-67, 2020.
  2. Sarıca, Y., Çetin, M., "Artificial Intelligence Based Game Levelling", Balkan Journal of Electrical&Computer Engineering, 8 (2), 147-157, 2020.
  3. Çetin, M., Beyhan, S., "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.
  4. Çetin, M., Beyhan, S., "Robust Constrained Drug Dosage Regulation of Acute Inflammation Response under Disturbances", International Journal of Applied Mathematics Electronics and Computers, 8(4): 256-262, 2020.
  5. Çetin, M., Beyhan, S., "Adaptive Kalman Filtering Based Optimal Control of Tuberculosis Dynamics with Exegenous Reinfections", Journal of Engineering Sciences and Design, 8(4), 1260-1268, 2020. 

 

2019

  1. Çetin, M., Beyhan, S., "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.
  2. Çetin, M., Bahtiyar B., Beyhan S., "Adaptive Uncertainity Compensation Based Nonlinear Model Predictive Control with Real-Time Applications", Neural Computing and Applications, 31 (2), 1029-1043, 2019.
  3. Çetin, M., "Cubature Kalman Filter Based Control of Liquid-Level System", 2nd International Congress on Engineering and Architecture (ENAR), 22-24 April 2019, Marmaris/Turkey.
  4.  Çetin, M., "Adaptive Unscented Kalman Filter Based Model Predictive Control for Nonlinear Chemical Reactor", 2nd International Congress on Engineering and Architecture (ENAR), 22-24 April 2019, Marmaris/Turkey.
  5. Çetin, M., "Comparison of Nonlinear Kalman-Type Filtering for FitzHugh Nagumo Neuronal Model", 2nd International Congress on Engineering and Architecture (ENAR), 22-24 April 2019, Marmaris/Turkey.
  6. Beyhan S., Çetin, M., "Elektronik Burun Tasarımı ve Literatür Araştırması", Otomatik Kontrol Türk Milli Komitesi 2019 Ulusal Toplantısı, TOK2019, Muğla Sıtkı Koçman University, 11-14 Sept 2019, Muğla/Turkey.
  7. Çetin, M., Beyhan S.,  "Elektronik Dil Tasarımı ve Literatür Araştırması", Otomatik Kontrol Türk Milli Komitesi 2019 Ulusal Toplantısı, TOK2019, Muğla Sıtkı Koçman University, 11-14 Sept 2019, Muğla/Turkey.
  8. Çetin, M., Bahtiyar B., Beyhan S., "Stabilization of Epileptic Seizures Over Unknown Cortex Dynamics", 2019 Tıp Teknolojileri Kongresi, TIPTEKNO'19, 3-5 Oct 2019, Kuşadası/Turkey.
  9. Çetin, M., Beyhan S., "Simultaneous Estimation and Control of Glucose-Insulin Dynamics in Type-1 Diabetes", 2019 Tıp Teknolojileri Kongresi, TIPTEKNO'19, 3-5 Oct 2019, Kuşadası/Turkey. 
  10. Çetin, M., Beyhan S., "Modeling and Control of Irrigation Systems: A Short Survey and Future Directions ", International Symposium on Innovative Technologies in Engineering and Science (ISITES2019), 22-24 Nov 2019, Şanlıurfa/Turkey.
  11. Çetin, M., Beyhan S.,  "Yapay Zeka ve Tat Algısı: Makineler tat alabilir mi?", Koku ve Tat Algısı, Intertıp press, pg:421-430, ISBN: 978-605-9358-76-7, 2019.

 

 2018

  1. Bahtiyar B., Çetin, M., Beyhan S., İplikçi S., "An Efficient Sliding-Mode Observer Based Model Predictive Control: Experimental Implementation on a DC/DC Power Converter", Transaction of the Institude of Measurement and Control, vol:40, Issue:8, pg:2488-2497, 2018.
  2. Bahtiyar B., Çetin, M., Beyhan S., "Robust Adaptive Fuzzy Control of Unknown Markovian Jump Systems", ICAT, 7th International Conference on Advanced Technology & Sciences, 28 April-1 May 2018, Antalya/Turkey.
  3.  Bahtiyar B., Çetin, M., Beyhan S., "Simultaneous Time Delay and State Estimation of Nonlinear Systems", ICAT, 7th International Conference on Advanced Technology & Sciences, 28 April-1 May 2018, Antalya/Turkey.
  4. Sarıca Y., Çetin, M., "Dynamic Difficulty Methodologies in Games", ICAT, 7th International Conference on Advanced Technology & Sciences, 28 April-1 May 2018, Antalya/Turkey.
  5. Çetin, M., Bahtiyar B.,  Beyhan S., "Control of Uncertain Mechanical Systems: Adaptive Functional-Link Neural Network Uncertainity Compensation Based Model Predictive Control", NOVA Science Book Publishers Inc., pg:77-109, ISBN: 978-1-53614-530-4, 2018.
  6. Çetin, M., Beyhan S., İplikçi S., "Time-Varying Fault Tolerant Control of Nonlinear MIMO Systems", IEEE 26th Mediterranean Conference on Control and Automation, 19-22 June 2018, Zadar, Croatia.
  7. Çetin, M., "Online Identification of Various Bitcoin Currency Statistics", II. Interantional Scientific and Vocational Studies Congress-Engineering and Natural Sciences, 05-08 July 2018, Ürgüp, TURKEY.
  8. Çetin, M., Çetin, E., "Short-Term Identifying of Electricity Generation and Shares by Energy Resources in Turkey", IJAS 2018, Conference for Academic Disciplines, 24-27 July 2018, Budapest/Hungary.
  9. E. Çetin, M. Çetin, "Examining of a New Generation Data Logger System for Rooftop Photovoltaic Power Plants", IJAS 2018, Conference for Academic Disciplines, 24-27 July 2018, Budapest/Hungary.
  10. Çetin, M., Beyhan S., "State and Parameter Estimation of Uncertain Brain Cortex Model", Pamukkale University Journal of Engineering Sciences, TOK'2017 Turkish National Committee for Automatic Control National Meeting Special Issue, 24 (8), 1425-1434, 2018. 
  11. 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 October 2018, Istanbul/Turkey.  
  12. 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 October 2018, Istanbul/Turkey.

 

2017

  1. Yıldırım, Ç., Atik, C., Çetin, M., "Analyzing The Content of Dairy Products Using Image Processing Techniques", International Conference on Technology, Engineering and Science (ICONTES), 26-29 October 2017, Antalya/Turkey .
  2. Çetin, M., Beyhan S.,  "Gözetleyici Temelli Beyin Korteks Model Durum Tahmini", Otomatik Kontrol Türk Milli Komitesi 2017 Ulusal Toplantısı, TOK2017, Yıldız Teknik University, 21-23 Sept 2017, İstanbul/Turkey.
  3. Çetin, M., "Investigation of Parameter Estimation Methods in System Identification", IJAS 2017, Conference for Academic Disciplines, 25-29 June 2017, Vienna/Austria.
  4. Kardeşler, A., Çetin, M., Elbi, M.D., "Understanding of Bipolar Disorder on Rat Behaviors via Nonlinear State Estimation", ICAT, 5th International Conference on Advanced Technology & Sciences, Bahcesehir University, 09-12 May 2017, İstanbul/Turkey.
  5. Bahtiyar B., Çetin, M., Beyhan S., "Controllers Design for a Real-Time Sepic Converter", International Conference on Engineering Technology and Innovation, 22-26 March 2017, Sarajevo/Bosnia and Herzegovina.
  6. Çetin, M., Beyhan S., İplikçi, S., "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

  1. Çetin, M., Beyhan S., "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.
  2. Bahtiyar B., Çetin, M., Beyhan S., İplikçi, S., "Gerçek Zamanlı DC/DC Güç Dönüştürücü Tasarımı ve Kontrolü", Otomatik Kontrol Türk Milli Komitesi 2016 Ulusal Toplantısı, TOK2016, Osmangazi University, 29 Sep-1 Oct 2016, Eskişehir/Turkey.
  3. Çetin, M., Beyhan S., "Observer Design for Hodgkin-Huxley Neuronal Model", ICAT, 4th International Conference on Advanced Technology & Sciences, Selcuk University, 01-03 Sep 2016, Konya/Turkey.
  4. Çetin, M., Beyhan S., "Observer Design for Hodgkin-Huxley Neuronal Model", International Journal of Applied Mathematics, vol:4, Issue:01, pg:66-71, 2016.
  5. Çetin, M., Beyhan S., Bahtiyar B., "Yapay Sinir Ağı Temelli Uyarlamalı Doğrusal Model-Öngörülü Kontrol", Pamukkale University Journal of Engineering Sciences, TOK'2015 Turkish National Committee for Automatic Control National Meeting Special Issue, 22 (8), pg: 650-658, 2016.
  6. Çetin, M., Çetin, E., "Monitoring, Communication and Control Systems for Photovoltaic Power Plants", IJAS 2016, Conference for Academic Disciplines,  28 June-1 July 2016, Venice/Italy.
  7. Çetin, M., Çetin, E., "Monitoring, Communication and Control Systems for Photovoltaic Power Plants", Conference of the International Journal of Arts&Sciences, ISSN: 1943-6114: 09 (03): 285-286, 2016.

2015

  1. Çetin, M., İplikçi, S., "A Novel Auto-Tuning PID Control Mechanism for Nonlinear Systems", ISA Transactions, 58, 292-308, 2015.
  2. Çetin, M., "Cloud Computing Security Risks", IJAS 2015, Conference for Academic Disciplines, 23-26 June 2015, Barcelona/Spain.

2014

  1. Çetin, M., İplikçi, S., "Parametre Kestirim Temelli Servo Kontrol",  Otomatik Kontrol Türk Milli Komitesi 2014 Ulusal Toplantısı, TOK2014, Kocaeli University, 11-13 Sep 2014, Kocaeli/Turkey.

2013

  1. Çetin, M., İplikçi, S., Beyhan S., "State Estimation with Runge-Kutta Model-Based Nonlinear Observers", 26th European Conference on Operational Research-Euro2013, 1-4 July 2013, Rome/Italy.
  2. Çetin, M., Beyhan S., İplikçi, S., "Doğrusal Olmayan Sistemler için Runge-Kutta Model Tabanlı Uyarlamalı PID Denetleyici", Otomatik Kontrol Türk Milli Komitesi 2013 Ulusal Toplantısı, TOK2013, Inonu University, 26-28 Sep 2013, Malatya/Turkey.

2012

  1. Çetin, M., Beyhan S., İplikçi, S., "Runge-Kutta Model Tabanlı Doğrusal Olmayan Gözetleyici ile Durum Kestirimi", Otomatik Kontrol Türk Milli Komitesi 2012 Ulusal Toplantısı, TOK2012, Nigde University, 11-13 Oct 2012, Niğde/Turkey.

2008

  1. Çetin, M., Aydos, M., "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 Nov 2008, Lefke/Cyprus.

2007

  1. Öner, Y., Gürdal, O., Çetin, E., Çetin, M., "Küresel Motor Tabanlı Güvenlik Otomasyonu", Endüstriyel&Otomasyon Dergisi, (122)  pg:16-19, 2007.

2006

  1. Çetin, M., Aydos, M., "Elektronik Sağlık Kayıtları Güvenliğinde IEEE 802.1x Standardının Kullanılması", Ulusal Elektronik İmza Sempozyumu, 7-8 Dec 2006, Ankara/Turkey.
  2. Çetin, M., Karaman, M., Aydos, M., "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, Pamukkale University, 9-11 Feb 2006, Denizli/Turkey.
  3.  Çetin, M., Uğur, A., Bayzan, Ş., "İleri Beslemeli Yapay Sinir Ağlarında Backpropagation (Geriye Yayılım) Algoritmasının Sezgisel Yaklaşımı", IV. Bilgitek ve Akademik Bilişim 2006 Sempozyumu,  Pamukkale University, 9-11 Feb 2006, Denizli/Turkey. 
  4.  Uğur, A., Bayzan, Ş., Çetin, M., "Kod Gizleme Analizleri Doğrultusunda Geliştirilen Ödev Değerlendirme Yazılımı",  IV. Bilgitek ve Akademik Bilişim 2006 Sempozyumu,  Pamukkale University, 9-11 Feb 2006, Denizli/Turkey. 
  5.  Bayzan, Ş., Çetin, M., Uğur, A., "Araç Rotalama Probleminde Araç Rotalarının Tespitinde En Kısa Yol Yaklaşımı: Denizli Örneği",  IV. Bilgitek ve Akademik Bilişim 2006 Sempozyumu,  Pamukkale University, 9-11 Feb 2006, Denizli/Turkey.

2005

  1. Çetin, M., Aydos, M., "Otomatik VLAN Yapılandırmalarında IEEE 802.1x Standardı Kullanımının Sistem Performansına Etkisi", İletişim Teknolojileri Ulusal Sempozyumu, Cukurova University, 17-19 Nov 2005, Adana/Turkey.
  2.  Öner, Y., Gürdal, O., Çetin, E., Çetin, M., "Küresel Motor Tabanlı Güvenlik Otomasyonu", 3. Otomasyon Sempozyumu, Pamukkale University, 11-12 Nov 2005, Denizli/Turkey.
  3. Çetin, M., Altan, S., Aydos, M., "Kampüs Ağlarında İstenmeyen Trafiğin Önlenmesi ve Sistem Performansının Artırılması", 4th International Advanced Technologies Symposium, Selcuk University, 28-30 Sep 2005, Konya/Turkey.
  4. Çetin, E., Özer, N.L., Çetin, M., "Porselen İzolatörlerde İzolasyon Problemi", Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi, 11, (2), pg: 287-292, 2005.

 

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