Prof. Dr. Selami BEYHAN

Chaos, Solitons and Fractals , cilt.180, 2024 (SCI-Expanded, Scopus)

6. Hyperparameter optimization of pre-trained convolutional neural networks using adolescent identity search algorithm

Akkuş E., Bal U., Koçoğlu F. Ö., BEYHAN S.

Neural Computing and Applications , cilt.36, sa.4, ss.1523-1537, 2024 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

7. A Novel Extremum Seeking Hyperparameter Design for Joint State and Parameter Estimation of Nonlinear Systems

Artificial Intelligence Systems , cilt.5, ss.139-146, 2023 (Hakemli Dergi)

8. Extraction Of Phenolic Compounds From Fenugreek Seeds: Modelling And Analysis Using Artificial Neural Networks

BEYHAN S., İŞLEROĞLU H.

Konya mühendislik bilimleri dergisi (Online) , cilt.11, 2023 (TRDizin)

9. A scaled-down model of a dairy barn to imitate a livestock building for modelling and control of environmental conditions

Journal of Thermal Biology , cilt.114, 2023 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

10. Second-order hyperparameter tuning of model-based and adaptive observers for time-varying and unknown chaotic systems

BEYHAN S., Cetin M.

Chaos, Solitons and Fractals , cilt.156, 2022 (SCI-Expanded, Scopus)

11. Fuzzy Emulated Symbolic Regression for Modelling and Control of Markov Jump Systems with Unknown Transition Rates

Köktürk-Güzel B. E., BEYHAN S.

IEEE Transactions on Circuits and Systems II: Express Briefs , cilt.69, sa.3, ss.1352-1356, 2022 (SCI-Expanded, Scopus)

12. Long-term analysis of HIV infection therapy with cubature Kalman filtering-based predictive control

Cetin M., BEYHAN S.

Neural Computing and Applications , cilt.34, sa.3, ss.2133-2155, 2022 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

13. Symbolic Regression Based Extreme Learning Machine Models for System Identification

Neural Processing Letters , cilt.53, sa.2, ss.1565-1578, 2021 (SCI-Expanded, Scopus)

14. An Efficient Observer Design for Multi Leak Detection and Isolation in Water Supply Networks

Avrupa Bilim ve Teknoloji Dergisi , sa.24, ss.364, 2021 (TRDizin)

15. State and Parameter Estimation of a Nonlinear Servo System Handling Noises and Varying Payloads

International Journal of Applied Mathematics, Electronics and Computers , cilt.9, sa.1, ss.7-14, 2021 (Hakemli Dergi)

16. Extremum Seeking Based Fault Estimation For Output Feedback Control of Flexible-Joint Robot Manipulator

SELCUK UNIVERSITY JOURNAL OF ENGINEERING, SCIENCE AND TECHNOLOGY , cilt.9, 2021 (TRDizin)

17. Robust Constrained Drug Dosage Regulation of Acute Inflammation Response under Disturbances

International Journal of Applied Mathematics Electronics and Computers, , cilt.8, sa.4, ss.256-262, 2020 (Hakemli Dergi)

18. Harici Reenfeksiyonlara Bağlı Tüberkülozun Uyarlamalı Kalman Filtre Temelli Optimal Kontrolü

Mühendislik Bilimleri ve Tasarım Dergisi , cilt.8, sa.4, ss.1260-1268, 2020 (TRDizin)

19. Active fault tolerant control for high-precision positioning of a non-contact mode uncertain atomic force microscopy

Cetin M., BEYHAN S.

Transactions of the Institute of Measurement and Control , cilt.42, sa.14, ss.2632-2644, 2020 (SCI-Expanded, Scopus)

20. Adolescent Identity Search Algorithm (AISA): A novel metaheuristic approach for solving optimization problems

Bogar E., BEYHAN S.

Applied Soft Computing Journal , cilt.95, 2020 (SCI-Expanded, Scopus)

21. Prediction of baking quality using machine learning based intelligent models

Isleroglu H., BEYHAN S.

Heat and Mass Transfer/Waerme- und Stoffuebertragung , cilt.56, sa.7, ss.2045-2055, 2020 (SCI-Expanded, Scopus)

22. Modeling and Control of Irrigation Systems: A Short Survey and Future Directions

The Academic Perspective Procedia , cilt.2, sa.3, ss.1036-1042, 2019 (Hakemli Dergi)

23. Adaptive Stabilization of Uncertain Cortex Dynamics under Joint Estimates and Input Constraints

Cetin M., BEYHAN S.

IEEE Transactions on Circuits and Systems II: Express Briefs , cilt.66, sa.4, ss.627-631, 2019 (SCI-Expanded, Scopus)

24. Adaptive uncertainty compensation-based nonlinear model predictive control with real-time applications

Çetin M., Bahtiyar B., BEYHAN S.

Neural Computing and Applications , cilt.31, ss.1029-1043, 2019 (SCI-Expanded, Scopus)

25. Intelligent models based nonlinear modeling for infrared drying of mahaleb puree

Isleroglu H., BEYHAN S.

Journal of Food Process Engineering , cilt.41, sa.8, 2018 (SCI-Expanded, Scopus)

26. Belirsiz beyin korteks modelinin durum ve parametre kestirimi

PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI , cilt.24, sa.8, ss.1425-1434, 2018 (TRDizin)

27. An enhanced online LS-SVM approach for classification problems

Dilmen E., BEYHAN S.

Soft Computing , cilt.22, sa.13, ss.4457-4475, 2018 (SCI-Expanded, Scopus)

28. An efficient sliding mode observer-based model predictive control: experimental implementation on a DC/DC power converter

Bahtiyar B., Çetin M., BEYHAN S., İplikçi S.

Transactions of the Institute of Measurement and Control , cilt.40, sa.8, ss.2488-2497, 2018 (SCI-Expanded, Scopus)

29. State and Parameter Estimation of Uncertain Brain Cortex Model

PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI , cilt.24, sa.8, ss.1425-1434, 2018 (TRDizin)

30. Affine TS Fuzzy Model-Based Estimation and Control of Hindmarsh-Rose Neuronal Model

IEEE Transactions on Systems, Man, and Cybernetics: Systems , cilt.47, sa.8, ss.2342-2350, 2017 (SCI-Expanded, Scopus)

31. Soft sensor applications of RK-based nonlinear observers and experimental comparisons

Cetin M., BEYHAN S., Iplikci S.

Intelligent Automation and Soft Computing , cilt.23, sa.1, ss.109-116, 2017 (SCI-Expanded, Scopus)

32. Fuzzy functions with function expansion model for nonlinear system identification

Alci M., BEYHAN S.

Intelligent Automation and Soft Computing , cilt.23, sa.1, ss.87-94, 2017 (SCI-Expanded, Scopus)

33. EKF Based Generalized Predictive Control of Nonlinear Systems

ÇETİN KARDEŞLER A., ÇETİN M., BEYHAN S.

International Journal of Applied Mathematics, Electronics and Computers , cilt.4, ss.148-154, 2016 (Hakemli Dergi)

34. Monitoring of Anxiety Like Behaviors on Rats with Video TrackingTechnology

International Journal of Applied Mathematics, Electronics and Computers , cilt.4, ss.161-164, 2016 (Hakemli Dergi)

35. Observer Design for the Hodgkin Huxley Neuronal Model

International Journal of Applied Mathematics,Electronics and Computers , cilt.4, ss.66-71, 2016 (Hakemli Dergi)

36. Yapay sinir ağı temelli uyarlamalı doğrusal model öngörülü kontrol

ÇETİN M., BEYHAN S., BAHTİYAR B.

PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI , cilt.22, sa.8, ss.650-658, 2016 (TRDizin)

37. An adaptive extended fuzzy function state-observer based control with unknown control direction

PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI , cilt.23, sa.5, ss.519-526, 2016 (TRDizin)

38. Adaptive Fuzzy Terminal Sliding-Mode Observer with Experimental Applications

BEYHAN S., Kavaklioglu K.

International Journal of Fuzzy Systems , cilt.18, sa.4, ss.585-594, 2016 (SCI-Expanded, Scopus)

39. Sinyal temelleri için bir yazılımsal eğitim aracı tasarımı

AYDOĞAN H., BEYHAN S.

Journal of Research in Education and Training , cilt.5, sa.2, ss.417-423, 2016 (Hakemli Dergi)

40. Adaptive fuzzy-Chebyshev network control of a conducting polymer actuator

BEYHAN S., İTİK M.

Journal of Intelligent Material Systems and Structures , cilt.27, sa.8, ss.1019-1029, 2016 (SCI-Expanded, Scopus)

41. A Hybrid Genetic Algorithm for Mobile Robot Shortest Path Problem

BOĞAR E., BEYHAN S.

International Journal of Intelligent Systems andApplications in Engineering , cilt.4, sa.1, ss.60-67, 2016 (Hakemli Dergi)

42. Comprehensive modeling of U-tube steam generators using extreme learning machines

IEEE Transactions on Nuclear Science , cilt.62, sa.5, ss.2245-2254, 2015 (SCI-Expanded, Scopus)

43. Runge-Kutta model-based nonlinear observer for synchronization and control of chaotic systems

ISA Transactions , cilt.52, sa.4, ss.501-509, 2013 (SCI-Expanded, Scopus)

44. Extended fuzzy function model with stable learning methods for online system identification

BEYHAN S., Alci M.

International Journal of Adaptive Control and Signal Processing , cilt.25, sa.2, ss.168-182, 2011 (SCI-Expanded, Scopus)

45. Fuzzy functions based ARX model and new fuzzy basis function models for nonlinear system identification

BEYHAN S., Alci M.

Applied Soft Computing Journal , cilt.10, sa.2, ss.439-444, 2010 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

46. Stable modeling based control methods using a new RBF network

BEYHAN S., Alc M.

ISA Transactions , cilt.49, sa.4, ss.510-518, 2010 (SCI-Expanded, Scopus)

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 55

1. Motor Ünite Denervasyon-Reinnervasyon sürecinin ALS Hastalarında BKAP Tarama Eğrisi ile Otomatik Takibi: Adımlar ve Platolar

Artuğ N. T., Şirin İnan N. G., Kocasoy Orhan E., Beyhan S., Baslo M. B., Öge A. E.

41. Ulusal Klinik Norofizyoloji EEG-EMG Kongresi, Antalya, Türkiye, 15 - 19 Nisan 2026, ss.50-51, (Özet Bildiri)

2. Relational Feature Selection and Uncertainty Quantification for Financial Time Series Forecasting Finansal Zaman Serisi Tahmininde Iliskisel Özellik Seçimi ve Belirsizlik Nicelemesi

Akbas A., BEYHAN S.

34th Signal Processing and Communications Applications Conference, SIU 2026, İstanbul, Türkiye, 7 - 10 Temmuz 2026, (Tam Metin Bildiri)

3. ArtificialIntelligencefor Modelling and Control of Irrigation Systems

FruitCREWS Annual meeting and workshop, Bologna, İtalya, 10 - 12 Temmuz 2023, (Özet Bildiri)

4. State and Parameter Estimation of a Nonlinear Servo System Handling Noises and Varying Payloads

9th International Conference on Advanced Technology Sciences, 10 - 12 Ağustos 2020, (Özet Bildiri)

5. 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, (Tam Metin Bildiri)

6. Elektronik Dil Tasarımı ve Literatür Araştırması

Otomatik Kontrol Türk Milli Komitesi 2019 Ulusal Toplantısı, TOK2019, Türkiye, 11 - 14 Eylül 2019, (Tam Metin Bildiri)

7. Simultaneus Estimation and Control of Glucose-Insulin Dynamics in Type-1 Diabetes

Tıp Teknolojileri Kongresi, 3 - 05 Ekim 2019, (Tam Metin Bildiri)

8. Stabilization of Epileptic Seizures Over Unknown Cortex Dynamics

ÇETİN M., BAHTİYAR B., BEYHAN S.

Tıp Teknolojileri Kongresi, TIPTEKNO’xx19, 3 - 05 Ekim 2019, (Tam Metin Bildiri)

9. Elektronik Burun Tasarımı ve Literatür Araştırması

BEYHAN S., ÇETİN M.

Otomatik Kontrol Türk Milli Komitesi 2019 Ulusal Toplantısı, TOK2019, Türkiye, 11 - 14 Eylül 2019, (Tam Metin Bildiri)

10. Investigation of Recent Advances in Designing IIR Digital Filters by Using Optimization Methods

AVCİ K., BEYHAN S.

International Design and Engineering Symposium, İzmir, Türkiye, 10 - 12 Ekim 2019, (Tam Metin Bildiri)

11. Extreme Learning Machine Based Numerical Solution of the Ordinary Differential Equations with Boundary Value Conditions

BEYHAN S., AVCİ K.

International Design and Engineering Symposium, 10 - 12 Ekim 2019, (Tam Metin Bildiri)

12. Performance Analysis of Different Machine Learning Methods in Classification of Musical Instruments Using Fundamental Time and Frequency Features

AVCİ K., BEYHAN S.

International Design and Engineering Symposium, İzmir, Türkiye, 10 - 12 Ekim 2019, (Tam Metin Bildiri)

13. Yapay Zeka Ve Koku: Makinalar Koku Alabilir mi?

Rhino Camp Marmaris, Türkiye, 27 - 30 Mayıs 2019, (Tam Metin Bildiri)

14. State Space LS-SVM for Polynomial Nonlinear State Space Model Based Generalized Predictive Control of Nonlinear Systems

2018 IEEE Conference on Control Technology and Applications (CCTA), Copenhagen, 21 - 24 Ağustos 2018, (Tam Metin Bildiri)

15. Stabilization Of Hıv Infection Using Deep Recurrent Svm Based Generalized Predictive Control

International Conference on Control, Engineering Information Technology, 25 - 27 Eylül 2018, (Tam Metin Bildiri)

16. Adaptive Ukf Based State Estimation Of HIV, Hepatitis-B and Cancer Mathematical Models

BİLGİ B., ÇETİN M., BEYHAN S.

6th International Conference on Control Engineering Information Technology, 25 - 27 Ekim 2018, (Tam Metin Bildiri)

17. Adaptive PI and SMC for Control of Uncertain and VaryingTime-Delay Chaotic Coronary Artery Vessel

BİLGİ B., ÇETİN M., BEYHAN S.

6th International Conference on Control Engineering Information Technology, 25 - 27 Eylül 2018, (Tam Metin Bildiri)

18. Adaptive Robust TS Fuzzy Control of Unknown Nonlinear Systems

ÇETİN M., BEYHAN S., İPLİKÇİ S.

7th International Eurasian Conference Onmathematical Sciences and Applications, 27 - 30 Ağustos 2018, (Özet Bildiri)

19. Parameter Optimization for Extremum Seeking Control of Antilock Braking System

BOĞAR E., BEYHAN S.

39th International Academic Conferenc, 19 - 22 Haziran 2018, (Özet Bildiri)

20. Time-Varying Fault Tolerant Control of Nonlinear MIMO Systems

IEEE 26th Mediterranean Conference on Control and Automation, 19 - 22 Haziran 2018, (Tam Metin Bildiri)

21. Robust Adaptive Fuzzy Control of Unknown Markovian Jump Systems

7th International Conference on Advanced Technology Sciences, 28 Nisan - 01 Mayıs 2018, (Tam Metin Bildiri)

22. Simultaneous Time Delay and State Estimation of Nonlinear Systems

7th International Conference on Advanced Technology Sciences, 28 Nisan - 01 Mayıs 2018, (Tam Metin Bildiri)

23. Deep Recurrent Support Vector Machine for Online Classification

ELECO 2017 10th International Conference on Electrical and Electronics Engineering, 30 Kasım - 02 Aralık 2017, (Tam Metin Bildiri)

24. Deep recurrent support vector machine for online regression

2017 International Artificial Intelligence and Data Processing Symposium (IDAP), Malatya, Türkiye, 16 - 17 Eylül 2017, (Tam Metin Bildiri)

25. Barrier Lyapunov Function Based Control of an Experimental Ball and Beam System

DEMİRKIRAN F., BOĞAR E., BEYHAN S.

6th International Conference on Advanced Technology Sciences, Riga, Letonya, 12 - 15 Eylül 2017, (Tam Metin Bildiri)

26. Gözetleyici Temelli Beyin Korteks Model Durum Tahmini

Otomatik Kontrol Türk Milli Komitesi 2017 Ulusal Toplantısı, Türkiye, 21 - 23 Eylül 2017, (Tam Metin Bildiri)

27. Synchronization of Coupled Hindmarsh-Rose Neuronal Models

18th International Conference on Researches in Science Technology (ICRST), Roma, İtalya, 9 - 10 Haziran 2017, (Özet Bildiri)

28. A Novel Online LS-SVM Approach for Regression and Classification

20th IFAC WORLD CONGRESS, 9 - 14 Temmuz 2017, cilt.50, ss.8642-8647, (Tam Metin Bildiri)

29. Takagi-Sugeno Fuzzy Payload Estimation and Adaptive Control

BEYHAN S., Sarabi F., Lendek Z., Babuska R.

20th IFAC WORLD CONGRESS, Fransa, 9 - 14 Temmuz 2017, cilt.50, ss.844-849, (Tam Metin Bildiri)

30. CONTROLLERS DESIGN FOR A REAL-TIME SEPIC CONVERTER

International Conference on Engineering, Technology Innovation, Saray-Bosna, Bosna-Hersek, 22 - 26 Mart 2017, (Özet Bildiri)

31. EKF Based Generalized Model Predictive Control Of Nonlinear Systems

ÇETİN KARDEŞLER A., ÇETİN M., BEYHAN S.

3rd International Conference on Advanced Technology & Sciences, 1 - 03 Eylül 2016, (Tam Metin Bildiri)

32. Monitoring of Anxiety Like Behaviors on Rats with Video Tracking Technology

3rd International Conference on Advanced Technology & Sciences, 1 - 03 Eylül 2016, (Tam Metin Bildiri)

33. Observer Design for the Hodgkin Huxley Neuronal Model

3rd International Conference on Advanced Technology & Sciences, 1 - 03 Eylül 2016, (Tam Metin Bildiri)

34. A Hybrid Genetic Algorithm for Mobile Robot Path Planning Problem

BOĞAR E., BEYHAN S.

3rd International Conference on Advanced Technology & Sciences, 1 - 03 Eylül 2016, (Tam Metin Bildiri)

35. Gerçek Zamanlı DC DC Güç Dönüştürücü Tasarımı ve Kontrolü

BAHTİYAR B., ÇETİN M., BEYHAN S., İPLİKÇİ S.

Otomatik Kontrol Türk Milli Komitesi Toplantısı, Türkiye, 29 - 01 Ekim 2016, (Tam Metin Bildiri)

36. Dinamik Yapay Sinir Ağı Temelli Genelleştirilmiş Öngörülü Kontrolde Aktivasyon Fonksiyonların Etkisi

Otomatik Kontrol Türk Milli Komitesi Toplantısı, Türkiye, 29 Eylül - 01 Ekim 2016, ss.93-98, (Tam Metin Bildiri)

37. Sinyal Temelleri İçin Bir Yazılımsal Eğitim Aracı Tasarımı

AYDOĞAN H., BEYHAN S.

7th International Congress on New Trends in Education, 13 - 15 Mayıs 2016, (Tam Metin Bildiri)

38. Gradient based Takagi Sugeno fuzzy local observer

BEYHAN S., DİLMEN E.

2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Istanbul, Turkey, Türkiye, 2 - 05 Ağustos 2015, ss.1-6, (Tam Metin Bildiri)

39. Eşitsizlik Kısıtlı GKF ile Dinamik YSA Kararlıla stırma ve Çevrimiçi Sistem Tanılama

ÇETİN M., BEYHAN S., İPLİKÇİ S.

Otomatik Kontrol Türk Milli Komitesi Kongresi, Kocaeli, Türkiye, 11 - 13 Eylül 2014, (Tam Metin Bildiri)

40. Cascaded ABC LM algorithm based optimization and nonlinear system identification

DİLMEN E., YILMAZ S., BEYHAN S.

Electronics, Computer and Computation (ICECCO), 2013 International Conference on, 7 - 09 Eylül 2013, (Tam Metin Bildiri)

41. Doğrusal Olmayan Sistemler için Runge Kutta Model Tabanlı Uyarlamalı PID Denetleyici

Otomatik Kontrol Türk Milli Komitesi, Malatya, Türkiye, 26 - 28 Eylül 2013, (Tam Metin Bildiri)

42. Ortogonal Çekirdek Fonksiyonlu Destek Vektör Mekanizmaları

BEYHAN S., DİLMEN E.

Otomatik Kontrol Türk Milli Komitesi Kongresi, Malatya, Türkiye, 26 - 28 Eylül 2013, (Tam Metin Bildiri)

43. Takagi Sugeno Fuzzy Observer and Extended Kalman Filter for Adaptive Payload Estimation

9th Asian Control Conference, İstanbul, Türkiye, 23 - 26 Haziran 2013, (Tam Metin Bildiri)

44. Kaskad Bağlı Sitemler için Gözetleyici Tasarımı

ÇETİN M., BEYHAN S., İPLİKÇİ S.

Otomatik Kontrol Türk Milli Komitesi Kongresi, Niğde, Türkiye, 11 - 13 Ekim 2012, (Tam Metin Bildiri)

45. Runge Kutta Model Tabanlı Doğrusal Olmayan Gözetleyici ile Durum Kestirimi

Otomatik Kontrol Türk Milli Komitesi Kongresi, Niğde, Türkiye, 11 - 13 Ekim 2012, (Tam Metin Bildiri)

46. Adaptive Dynamic Neural Network Observer Design for Velocity Feedbacks

International Symposium on INnovations in Intelligent SysTems and Applications, 2 - 04 Temmuz 2012, (Tam Metin Bildiri)

47. Adaptive Fuzzy and Sliding Mode Control of a Robot Manipulator with Varying Payload

50th IEEE Conference on Decision and Control and European Control Conference, ORLANDO, Amerika Birleşik Devletleri, 12 - 15 Aralık 2011, (Tam Metin Bildiri)

48. Discrete Time Stable Online Identification of a Nonlinear Servo System using New Fuzzy and RBF Models

BEYHAN S., ALCI M., KILIÇ Ö., DİNLEYİCİ M.

2th Fuzzy Systems International Symposium, Ankara, Türkiye, 17 - 18 Kasım 2011, (Tam Metin Bildiri)

49. TS Bulanık Gözetleyici ile Bilinmeyen Yük Tahmini ve Servo Sistem Kontrolü

Otomatik Kontrol Türk Milli Komitesi Kongresi, İzmir, Türkiye, 14 - 16 Eylül 2011, (Tam Metin Bildiri)

50. An Orthogonal ARX Network for Identification and Control of Nonlinear Systems