An orthogonal ARX network for identification and control of nonlinear systems. - Selami Beyhan; Musa Alci (ICAT, 2009)

A new RBF network based sliding-mode control of nonlinear systems. - Selami Beyhan; Musa Alci (IMCSIT, 2009)

Fuzzy functions based ARX model and new fuzzy basis function models for nonlinear system identification. - Selami Beyhan; Musa Alci (Appl. Soft Comput., 2010)

Adaptive fuzzy and sliding-mode control of a robot manipulator with varying payload. - Selami Beyhan; Zsófia Lendek; Robert Babuska; Martijn Wisse; Musa Alci (CDC/ECC, 2011)

Takagi-Sugeno fuzzy observer and extended-Kalman filter for adaptive payload estimation. - Selami Beyhan; Zsófia Lendek; Musa Alci; Robert Babuska (ASCC, 2013)

Gradient-based Takagi-Sugeno fuzzy local observer. - Selami Beyhan; Erdem Dilmen (FUZZ-IEEE, 2015)

Adaptive Fuzzy Terminal Sliding-Mode Observer with Experimental Applications. - Selami Beyhan (Int. J. Fuzzy Syst., 2016)

Fuzzy functions with function expansion model for nonlinear system identification. - Musa Alci; Selami Beyhan (Intell. Autom. Soft Comput., 2017)

Soft sensor applications of RK-based nonlinear observers and experimental comparisons. - Meric Cetin; Selami Beyhan; Serdar Iplikci (Intell. Autom. Soft Comput., 2017)

Affine TS Fuzzy Model-Based Estimation and Control of Hindmarsh-Rose Neuronal Model. - Selami Beyhan (IEEE Trans. Syst. Man Cybern. Syst., 2017)

State Space LS-SVM for Polynomial Nonlinear State Space Model Based Generalized Predictive Control of Nonlinear Systems. - Erdem Dilmen; Selami Beyhan (CCTA, 2018)

Time-Varying Fault Tolerant Control of Nonlinear MIMO Systems. - Meric Cetin; Selami Beyhan; Serdar Iplikci (MED, 2018)

An enhanced online LS-SVM approach for classification problems. - Erdem Dilmen; Selami Beyhan (Soft Comput., 2018)

An efficient sliding mode observer-based model predictive control: experimental implementation on a DC/DC power converter. - Bedri Bahtiyar; Meric Cetin; Selami Beyhan; Serdar Iplikci (Trans. Inst. Meas. Control, 2018)

Adaptive uncertainty compensation-based nonlinear model predictive control with real-time applications. - Meric Cetin; Bedri Bahtiyar; Selami Beyhan (Neural Comput. Appl., 2019)

Adaptive Stabilization of Uncertain Cortex Dynamics Under Joint Estimates and Input Constraints. - Meric Cetin; Selami Beyhan (IEEE Trans. Circuits Syst. II Express Briefs, 2019)

Adolescent Identity Search Algorithm (AISA): A novel metaheuristic approach for solving optimization problems. - Esref Bogar; Selami Beyhan (Appl. Soft Comput., 2020)

Active fault tolerant control for high-precision positioning of a non-contact mode uncertain atomic force microscopy. - Meric Cetin; Selami Beyhan (Trans. Inst. Meas. Control, 2020)

Water Need Models and Irrigation Decision Systems: A Survey on Machine Learning and Control Theory. - Meriç Çetin; Senem Yildiz; Selami Beyhan (CoRR, 2021)

Symbolic Regression Based Extreme Learning Machine Models for System Identification. - Basak Esin Köktürk Güzel; Selami Beyhan (Neural Process. Lett., 2021)

Long-term analysis of HIV infection therapy with cubature Kalman filtering-based predictive control. - Meriç Çetin; Selami Beyhan (Neural Comput. Appl., 2022)

Fuzzy Emulated Symbolic Regression for Modelling and Control of Markov Jump Systems With Unknown Transition Rates. - Selami Beyhan (IEEE Trans. Circuits Syst. II Express Briefs, 2022)

Hyperparameter optimization of pre-trained convolutional neural networks using adolescent identity search algorithm. - Ebubekir Akkus; Ufuk Bal; Fatma Önay Koçoglu; Selami Beyhan (Neural Comput. Appl., 2024)