Prof. Selami BEYHAN

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

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 , vol.36, no.4, pp.1523-1537, 2024 (SCI-Expanded)

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

Journal of Thermal Biology , vol.114, 2023 (SCI-Expanded)

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 , vol.69, no.3, pp.1352-1356, 2022 (SCI-Expanded)

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 , vol.156, 2022 (SCI-Expanded)

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

Cetin M., BEYHAN S.

Neural Computing and Applications , vol.34, no.3, pp.2133-2155, 2022 (SCI-Expanded)

Symbolic Regression Based Extreme Learning Machine Models for System Identification

Neural Processing Letters , vol.53, no.2, pp.1565-1578, 2021 (SCI-Expanded)

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

Bogar E., BEYHAN S.

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

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 , vol.42, no.14, pp.2632-2644, 2020 (SCI-Expanded)

Prediction of baking quality using machine learning based intelligent models

Isleroglu H., BEYHAN S.

Heat and Mass Transfer/Waerme- und Stoffuebertragung , vol.56, no.7, pp.2045-2055, 2020 (SCI-Expanded)

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 , vol.66, no.4, pp.627-631, 2019 (SCI-Expanded)

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

Çetin M., Bahtiyar B., BEYHAN S.

Neural Computing and Applications , vol.31, pp.1029-1043, 2019 (SCI-Expanded)

Intelligent models based nonlinear modeling for infrared drying of mahaleb puree

Isleroglu H., BEYHAN S.

Journal of Food Process Engineering , vol.41, no.8, 2018 (SCI-Expanded)

An enhanced online LS-SVM approach for classification problems

Dilmen E., BEYHAN S.

Soft Computing , vol.22, no.13, pp.4457-4475, 2018 (SCI-Expanded)

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 , vol.40, no.8, pp.2488-2497, 2018 (SCI-Expanded)

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

IEEE Transactions on Systems, Man, and Cybernetics: Systems , vol.47, no.8, pp.2342-2350, 2017 (SCI-Expanded)

Fuzzy functions with function expansion model for nonlinear system identification

Alci M., BEYHAN S.

Intelligent Automation and Soft Computing , vol.23, no.1, pp.87-94, 2017 (SCI-Expanded)

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

Cetin M., BEYHAN S., Iplikci S.

Intelligent Automation and Soft Computing , vol.23, no.1, pp.109-116, 2017 (SCI-Expanded)

Adaptive Fuzzy Terminal Sliding-Mode Observer with Experimental Applications

BEYHAN S., Kavaklioglu K.

International Journal of Fuzzy Systems , vol.18, no.4, pp.585-594, 2016 (SCI-Expanded)

Adaptive fuzzy-Chebyshev network control of a conducting polymer actuator

BEYHAN S., İTİK M.

Journal of Intelligent Material Systems and Structures , vol.27, no.8, pp.1019-1029, 2016 (SCI-Expanded)

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

IEEE Transactions on Nuclear Science , vol.62, no.5, pp.2245-2254, 2015 (SCI-Expanded)

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

ISA Transactions , vol.52, no.4, pp.501-509, 2013 (SCI-Expanded)

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

BEYHAN S., Alci M.

International Journal of Adaptive Control and Signal Processing , vol.25, no.2, pp.168-182, 2011 (SCI-Expanded)

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

BEYHAN S., Alci M.

Applied Soft Computing Journal , vol.10, no.2, pp.439-444, 2010 (SCI-Expanded)

Stable modeling based control methods using a new RBF network

BEYHAN S., Alc M.

ISA Transactions , vol.49, no.4, pp.510-518, 2010 (SCI-Expanded)

Articles Published in Other Journals

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

Artificial Intelligence Systems , vol.5, pp.139-146, 2023 (Peer-Reviewed Journal)

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

BEYHAN S., İŞLEROĞLU H.

Konya mühendislik bilimleri dergisi (Online) , vol.11, 2023 (Peer-Reviewed Journal)

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

Avrupa Bilim ve Teknoloji Dergisi , no.24, pp.364, 2021 (Peer-Reviewed Journal)

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

SELCUK UNIVERSITY JOURNAL OF ENGINEERING, SCIENCE AND TECHNOLOGY , vol.9, 2021 (Peer-Reviewed Journal)

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

International Journal of Applied Mathematics, Electronics and Computers , vol.9, no.1, pp.7-14, 2021 (Peer-Reviewed Journal)

Robust Constrained Drug Dosage Regulation of Acute Inflammation Response under Disturbances

International Journal of Applied Mathematics Electronics and Computers, , vol.8, no.4, pp.256-262, 2020 (Peer-Reviewed Journal)

Harici Reenfeksiyonlara Bağlı Tüberkülozun Uyarlamalı Kalman Filtre Temelli Optimal Kontrolü

Mühendislik Bilimleri ve Tasarım Dergisi , vol.8, no.4, pp.1260-1268, 2020 (Peer-Reviewed Journal)

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

The Academic Perspective Procedia , vol.2, no.3, pp.1036-1042, 2019 (Peer-Reviewed Journal)

Belirsiz beyin korteks modelinin durum ve parametre kestirimi

PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI , vol.24, no.8, pp.1425-1434, 2018 (Peer-Reviewed Journal)

State and Parameter Estimation of Uncertain Brain Cortex Model

PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI , vol.24, no.8, pp.1425-1434, 2018 (Peer-Reviewed Journal)

EKF Based Generalized Predictive Control of Nonlinear Systems

International Journal of Applied Mathematics, Electronics and Computers , vol.4, pp.148-154, 2016 (Peer-Reviewed Journal)

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

PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI , vol.23, no.5, pp.519-526, 2016 (Peer-Reviewed Journal)

Observer Design for the Hodgkin Huxley Neuronal Model

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

International Journal of Applied Mathematics,Electronics and Computers , vol.4, pp.66-71, 2016 (Peer-Reviewed Journal)

Monitoring of Anxiety Like Behaviors on Rats with Video TrackingTechnology

International Journal of Applied Mathematics, Electronics and Computers , vol.4, pp.161-164, 2016 (Peer-Reviewed Journal)

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 , vol.22, no.8, pp.650-658, 2016 (Peer-Reviewed Journal)

Sinyal temelleri için bir yazılımsal eğitim aracı tasarımı

AYDOĞAN H., BEYHAN S.

Journal of Research in Education and Training , vol.5, no.2, pp.417-423, 2016 (Peer-Reviewed Journal)

A Hybrid Genetic Algorithm for Mobile Robot Shortest Path Problem

BOĞAR E., BEYHAN S.

International Journal of Intelligent Systems andApplications in Engineering , vol.4, no.1, pp.60-67, 2016 (Peer-Reviewed Journal)

Papers Presented at Peer-Reviewed Scientific Conferences

ArtificialIntelligencefor Modelling and Control of Irrigation Systems

FruitCREWS Annual meeting and workshop, Bologna, Italy, 10 - 12 July 2023, (Summary Text)

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

9th International Conference on Advanced Technology Sciences, 10 - 12 August 2020

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

International Symposium on Innovative Technologies in Engineering and Science (ISITES2019), 22 - 24 November 2019

Elektronik Burun Tasarımı ve Literatür Araştırması

BEYHAN S., ÇETİN M.

Otomatik Kontrol Türk Milli Komitesi 2019 Ulusal Toplantısı, TOK2019, Turkey, 11 - 14 September 2019

Stabilization of Epileptic Seizures Over Unknown Cortex Dynamics

ÇETİN M., BAHTİYAR B., BEYHAN S.

Tıp Teknolojileri Kongresi, TIPTEKNO’xx19, 3 - 05 October 2019

Elektronik Dil Tasarımı ve Literatür Araştırması

Otomatik Kontrol Türk Milli Komitesi 2019 Ulusal Toplantısı, TOK2019, Turkey, 11 - 14 September 2019

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

Tıp Teknolojileri Kongresi, 3 - 05 October 2019

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, Turkey, 10 - 12 October 2019, (Full Text)

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 October 2019

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

AVCİ K., BEYHAN S.

International Design and Engineering Symposium, İzmir, Turkey, 10 - 12 October 2019

Yapay Zeka Ve Koku: Makinalar Koku Alabilir mi?

Rhino Camp Marmaris, Turkey, 27 - 30 May 2019

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

International Conference on Control, Engineering Information Technology, 25 - 27 September 2018

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 August 2018

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 October 2018, (Full Text)

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 September 2018

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 August 2018

Time-Varying Fault Tolerant Control of Nonlinear MIMO Systems

IEEE 26th Mediterranean Conference on Control and Automation, 19 - 22 June 2018

Parameter Optimization for Extremum Seeking Control of Antilock Braking System

BOĞAR E., BEYHAN S.

39th International Academic Conferenc, 19 - 22 June 2018

Robust Adaptive Fuzzy Control of Unknown Markovian Jump Systems

7th International Conference on Advanced Technology Sciences, 28 April - 01 May 2018

Simultaneous Time Delay and State Estimation of Nonlinear Systems

7th International Conference on Advanced Technology Sciences, 28 April - 01 May 2018, (Full Text)

Deep Recurrent Support Vector Machine for Online Classification

ELECO 2017 10th International Conference on Electrical and Electronics Engineering, 30 November - 02 December 2017

Deep recurrent support vector machine for online regression

2017 International Artificial Intelligence and Data Processing Symposium (IDAP), Malatya, Turkey, 16 - 17 September 2017

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, Latvia, 12 - 15 September 2017

Gözetleyici Temelli Beyin Korteks Model Durum Tahmini

Otomatik Kontrol Türk Milli Komitesi 2017 Ulusal Toplantısı, Turkey, 21 - 23 September 2017

Takagi-Sugeno Fuzzy Payload Estimation and Adaptive Control

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

20th IFAC WORLD CONGRESS, France, 9 - 14 July 2017, vol.50, pp.844-849

Synchronization of Coupled Hindmarsh-Rose Neuronal Models

18th International Conference on Researches in Science Technology (ICRST), Roma, Italy, 9 - 10 June 2017

A Novel Online LS-SVM Approach for Regression and Classification

20th IFAC WORLD CONGRESS, 9 - 14 July 2017, vol.50, pp.8642-8647

CONTROLLERS DESIGN FOR A REAL-TIME SEPIC CONVERTER

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

International Conference on Engineering, Technology Innovation, Saray-Bosna, Bosnia And Herzegovina, 22 - 26 March 2017

A Hybrid Genetic Algorithm for Mobile Robot Path Planning Problem

BOĞAR E., BEYHAN S.

3rd International Conference on Advanced Technology & Sciences, 1 - 03 September 2016

Monitoring of Anxiety Like Behaviors on Rats with Video Tracking Technology

3rd International Conference on Advanced Technology & Sciences, 1 - 03 September 2016

EKF Based Generalized Model Predictive Control Of Nonlinear Systems

3rd International Conference on Advanced Technology & Sciences, 1 - 03 September 2016

Observer Design for the Hodgkin Huxley Neuronal Model

3rd International Conference on Advanced Technology & Sciences, 1 - 03 September 2016

Dinamik Yapay Sinir Ağı Temelli Genelleştirilmiş Öngörülü Kontrolde Aktivasyon Fonksiyonların Etkisi

Otomatik Kontrol Türk Milli Komitesi Toplantısı, Turkey, 29 September - 01 October 2016, pp.93-98

Gerçek Zamanlı DC DC Güç Dönüştürücü Tasarımı ve Kontrolü

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

Otomatik Kontrol Türk Milli Komitesi Toplantısı, Turkey, 29 - 01 October 2016

Sinyal Temelleri İçin Bir Yazılımsal Eğitim Aracı Tasarımı

AYDOĞAN H., BEYHAN S.

7th International Congress on New Trends in Education, 13 - 15 May 2016

Gradient based Takagi Sugeno fuzzy local observer

BEYHAN S., DİLMEN E.

2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Istanbul, Turkey, Turkey, 2 - 05 August 2015, pp.1-6

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, Turkey, 11 - 13 September 2014

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 September 2013

Ortogonal Çekirdek Fonksiyonlu Destek Vektör Mekanizmaları

BEYHAN S., DİLMEN E.

Otomatik Kontrol Türk Milli Komitesi Kongresi, Malatya, Turkey, 26 - 28 September 2013

Doğrusal Olmayan Sistemler için Runge Kutta Model Tabanlı Uyarlamalı PID Denetleyici

Otomatik Kontrol Türk Milli Komitesi, Malatya, Turkey, 26 - 28 September 2013

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

9th Asian Control Conference, İstanbul, Turkey, 23 - 26 June 2013

Kaskad Bağlı Sitemler için Gözetleyici Tasarımı

ÇETİN M., BEYHAN S., İPLİKÇİ S.

Otomatik Kontrol Türk Milli Komitesi Kongresi, Niğde, Turkey, 11 - 13 October 2012, (Full Text)

Runge Kutta Model Tabanlı Doğrusal Olmayan Gözetleyici ile Durum Kestirimi

Otomatik Kontrol Türk Milli Komitesi Kongresi, Niğde, Turkey, 11 - 13 October 2012, (Full Text)

Adaptive Dynamic Neural Network Observer Design for Velocity Feedbacks

International Symposium on INnovations in Intelligent SysTems and Applications, 2 - 04 July 2012

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, United States Of America, 12 - 15 December 2011

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, Turkey, 17 - 18 November 2011

TS Bulanık Gözetleyici ile Bilinmeyen Yük Tahmini ve Servo Sistem Kontrolü

Otomatik Kontrol Türk Milli Komitesi Kongresi, İzmir, Turkey, 14 - 16 September 2011, (Full Text)

An Orthogonal ARX Network for Identification and Control of Nonlinear Systems