A Novel Computationally Intelligent Architecture for Identification and Control of Nonlinear Systems. - Mehmet Önder Efe; Okyay Kaynak; Imre J. Rudas (ICRA, 1999)

Stabilizing and Robustifying the Error Backpropagation Method in Neurocontrol Applications. - Mehmet Önder Efe; Okyay Kaynak (ICRA, 2000)

Establishment of a sliding mode in a nonlinear system by tuning the parameters of a fuzzy controller. - Mehmet Önder Efe; Okyay Kaynak; Bogdan M. Wilamowski (SMC, 2000)

Stabilizing and robustifying the learning mechanisms of artificial neural networks in control engineering applications. - Mehmet Önder Efe; Okyay Kaynak (Int. J. Intell. Syst., 2000)

A comparative study of soft-computing methodologies in identification of robotic manipulators. - Mehmet Önder Efe; Okyay Kaynak (Robotics Auton. Syst., 2000)

On stabilization of gradient-based training strategies for computationally intelligent systems. - Mehmet Önder Efe; Okyay Kaynak (IEEE Trans. Fuzzy Syst., 2000)

Stable training of computationally intelligent systems by using variable structure systems technique. - Mehmet Önder Efe; Okyay Kaynak; Bogdan M. Wilamowski (IEEE Trans. Ind. Electron., 2000)

Variable structure systems theory based training strategies for computationally intelligent systems (İşlemsel akıl içeren sistemler için değişken yapılı sistemler kuramına dayalı eğitim stratejileri) - Mehmet Önder Efe (2000)

A backpropagation learning framework for feedforward neural networks. - Xinghuo Yu 001; Mehmet Önder Efe; Okyay Kaynak (ISCAS (3), 2001)

A novel optimization procedure for training of fuzzy inference systems by combining variable structure systems technique and Levenberg-Marquardt algorithm. - Mehmet Önder Efe; Okyay Kaynak (Fuzzy Sets Syst., 2001)

Derivation of a parameter stabilizing training criterion for adaptive neuro-fuzzy inference systems in motion control. - Mehmet Önder Efe; A. Murat Fiskiran; Okyay Kaynak (Int. J. Syst. Sci., 2001)

A Hierarchical Motion Planning Strategy for a Uniform Self-Reconfigurable Modular Robotic System. - Konstantine C. Prevas; Cem Ünsal; Mehmet Önder Efe; Pradeep K. Khosla (ICRA, 2002)

A general backpropagation algorithm for feedforward neural networks learning. - Xinghuo Yu 001; Mehmet Önder Efe; Okyay Kaynak (IEEE Trans. Neural Networks, 2002)

Sliding mode control of a class of uncertain systems. - Mehmet Önder Efe; Okyay Kaynak; Cem Ünsal; Xinghuo Yu 001 (CCA, 2003)

Integral action based Dirichlet boundary control of Burgers equation. - Mehmet Önder Efe; Hitay Özbay (CCA, 2003)

Proper orthogonal decomposition for reduced order modeling: 2D heat flow. - Mehmet Önder Efe; Hitay Özbay (CCA, 2003)

Variable structure control of a class of uncertain systems. - Mehmet Önder Efe; Cem Ünsal; Okyay Kaynak; Xinghuo Yu 001 (Autom., 2004)

Discrete time neuro sliding mode control with a task-specific output error. - Mehmet Önder Efe (Neural Comput. Appl., 2004)

Fuzzy boundary control of 2D burgers equation with an observer. - Mehmet Önder Efe (CCA, 2005)

A generalizing fuzzy model for shallow cavity flows under different mach regimes. - Mehmet Önder Efe; Marco Debiasi; Peng Yan 001; Hitay Özbay; Mohammad Samimy (CCA, 2005)

VSC Perspective for Neurocontroller Tuning. - Mehmet Önder Efe (ICANN (1), 2006)

A comparison of architectural varieties in Radial Basis Function Neural Networks. - Mehmet Önder Efe; Cosku Kasnakoglu (IJCNN, 2008)

Control input separation by actuation mode expansion for flow control problems. - Cosku Kasnakoglu; Andrea Serrani; Mehmet Önder Efe (Int. J. Control, 2008)

Neural network-based modelling of subsonic cavity flows. - Mehmet Önder Efe; Marco Debiasi; Peng Yan 001; Hitay Özbay; Mohammad Samimy (Int. J. Syst. Sci., 2008)

Novel Neuronal Activation Functions for Feedforward Neural Networks. - Mehmet Önder Efe (Neural Process. Lett., 2008)

Fractional Fuzzy Adaptive Sliding-Mode Control of a 2-DOF Direct-Drive Robot Arm. - Mehmet Önder Efe (IEEE Trans. Syst. Man Cybern. Part B, 2008)

A comparison of ANFIS, MLP and SVM in identification of chemical processes. - Mehmet Önder Efe (CCA/ISIC, 2009)

Motion detection and tracking of classified objects with intelligent systems. - Aydín Eresen; Nevrez Imamoglu; Mehmet Önder Efe (ICONS, 2009)

Experimental modelling of propulsion transients of a brushless DC motor and propeller pair under limited power conditions: A neural network based approach. - Muhammed Taha Köroglu; Mert Önkol; Mehmet Önder Efe (ICONS, 2009)

ADALINE based robust control in robotics: a Riemann-Liouville fractional differintegration based learning scheme. - Mehmet Önder Efe (Soft Comput., 2009)

Adaptive fuzzy weighted template matching using invariant features for a tracking application. - Nevrez Imamoglu; Aydín Eresen; Mehmet Önder Efe (ALCOSP, 2010)

Swing up and stabilization control experiments for a rotary inverted pendulum - An educational comparison. - Necdet Sinan Özbek; Mehmet Önder Efe (SMC, 2010)

A comparison of networked approximators in parallel mode identification of a bioreactor. - Mehmet Önder Efe (Adv. Eng. Softw., 2010)

A versatile software tool making best use of sparse data for closed loop process control. - Mehmet Önder Efe (Adv. Eng. Softw., 2011)

Neural Network Assisted Computationally Simple PI Lambda D μ Control of a Quadrotor UAV. - Mehmet Önder Efe (IEEE Trans. Ind. Informatics, 2011)

Fractional Order Systems in Industrial Automation - A Survey. - Mehmet Önder Efe (IEEE Trans. Ind. Informatics, 2011)

Autonomous quadrotor flight with vision-based obstacle avoidance in virtual environment. - Aydín Eresen; Nevrez Imamoglu; Mehmet Önder Efe (Expert Syst. Appl., 2012)

A set of computer aided automatic control experiments for undergraduate students. - Yusuf Bugday; Mehmet Önder Efe (Comput. Appl. Eng. Educ., 2013)

FPGA based offline 3D UAV local path planner using evolutionary algorithms for unknown environments. - Abdurrahman Bayrak; Mehmet Önder Efe (IECON, 2016)

Nominal model based switching control of a twin rotor system. - Mehmet Önder Efe (IECON, 2016)

MATLAB/Simulink based restructuring of the first automatic control course in engineering curricula. - Mehmet Önder Efe (ITHET, 2016)

Technopolises, SMEs, funding agencies and IT - roles in engineering education. - Mehmet Önder Efe (ITHET, 2016)

Air combat learning from F-16 flight information. - Mustafa Karli; Mehmet Önder Efe; Hayri Sever (FUZZ-IEEE, 2017)

Adaptive neural FOPID controller applied for missile guidance system. - Murad Yaghi; Mehmet Önder Efe (IECON, 2017)

Dual boundary conditional integral backstepping control of a twin rotor MIMO system. - Ado Haruna; Z. Mohamed 001; Mehmet Önder Efe; Mohd Ariffanan Mohd Basri (J. Frankl. Inst., 2017)

Trajectory Tracking Control Performance Analysis of a Quadrotor in the Presence of External Disturbances. - Abdurrahman Bayrak; Mustafa Umut Demirezen; Mehmet Önder Efe (EECS, 2018)

Multi-objective grasshopper optimization algorithm for robot path planning in static environments. - Zahra Elmi; Mehmet Önder Efe (ICIT, 2018)

Path Planning using Model Predictive Controller based on Potential Field for Autonomous Vehicles. - Zahra Elmi; Mehmet Önder Efe (IECON, 2018)

Detection of smart phone position on user using artificial neural network classifier. - Veli Bayar; Mehmet Önder Efe (SIU, 2018)

Disturbance/Uncertainty Estimator Based Integral Sliding-Mode Control. - Burak Kürkçü; Cosku Kasnakoglu; Mehmet Önder Efe (IEEE Trans. Autom. Control., 2018)

Aircraft Control with Neural Networks. - Akif Altun; Mehmet Önder Efe (CoDIT, 2019)

A Comparative Study of ANN Tuning Methods for Multiclass Daily Activity and Fall Recognition. - Tevfik Aktay; Mehmet Önder Efe (MedPRAI, 2019)

A Simple Authentication Method with Multilayer Feedforward Neural Network Using Keystroke Dynamics. - Ahmet Melih Gedikli; Mehmet Önder Efe (MedPRAI, 2019)

Room-Level Indoor Localization with Artificial Neural Networks. - Ahmet Serdar Karadeniz; Mehmet Önder Efe (MedPRAI, 2019)

H2/H∞-Neural-Based FOPID Controller Applied for Radar-Guided Missile. - Murad Yaghi; Mehmet Önder Efe (IEEE Trans. Ind. Electron., 2020)

Recognition of Traffic Signs with Artificial Neural Networks: A Novel Dataset and Algorithm. - Abdulrahman Kerim; Mehmet Önder Efe (ICAIIC, 2021)

A nonlinear disturbance observer scheme for discrete time control systems. - Mehmet Önder Efe; Cosku Kasnakoglu (Turkish J. Electr. Eng. Comput. Sci., 2021)

An enhanced bandwidth disturbance observer based control- S-filter approach. - Mehmet Önder Efe; Cosku Kasnakoglu (Turkish J. Electr. Eng. Comput. Sci., 2021)

Online path planning of mobile robot using grasshopper algorithm in a dynamic and unknown environment. - Zahra Elmi; Mehmet Önder Efe (J. Exp. Theor. Artif. Intell., 2021)

Heart Arrhythmia Detection with Novel Approach H3-SAD. - Kürsat Çakal; Mehmet Önder Efe (CoDIT, 2022)

Investigation of the Effect of the Observer on Augmented Proportional Navigation Guidance According to Different Target Models. - Handan Gürsoy-Demir; Mehmet Önder Efe (SIU, 2022)

A New Adaptive Disturbance/Uncertainty Estimator Based Control Scheme For LTI Systems. - Abdurrahman Bayrak; Burak Kürkçü; Mehmet Önder Efe (IEEE Access, 2022)

Disturbance observer-based control schemes for quadrotors - a tutorial. - Abdurrahman Bayrak; Mehmet Önder Efe (Int. J. Gen. Syst., 2022)

A nonlinear disturbance observer-based adaptive integral sliding mode control for missile guidance system. - Handan Gürsoy-Demir; Mehmet Önder Efe (Int. J. Gen. Syst., 2022)

Plaintext recovery and tag guessing attacks on authenticated encryption algorithm COLM. - Sirri Erdem Ulusoy; Orhun Kara; Mehmet Önder Efe (J. Inf. Secur. Appl., 2022)

A frequency domain comparison of disturbance observer based control schemes. - Abdurrahman Bayrak; Mehmet Önder Efe (J. Syst. Control. Eng., 2022)

A non-fragile robust observer design for uncertain time-delay fractional Itô stochastic systems with input nonlinearity: An SMC approach. - Khosro Khandani; Majid Parvizian; Mehmet Önder Efe (J. Syst. Control. Eng., 2022)

Adaptive Fault-Tolerant Control of a Probe-and-Drogue Refueling Hose Under Varying Length and Constrained Output. - Zhijie Liu 001; Jinyuan Liang; Zhijia Zhao 002; Mehmet Önder Efe; Keum-Shik Hong (IEEE Trans. Control. Syst. Technol., 2022)

Neural Network Control of a SOTM Antenna. - Oguz Kaan Hancioglu; Mehmet Önder Efe (CoDIT, 2023)

Online and Real-Time Trajectory Generation Method for Unforeseen Events Using a Modified Spline Approach. - Mehmet Altan Toksöz; Mehmet Önder Efe; Veysel Gazi (IEEE Robotics Autom. Lett., 2023)

Adaptive Inverse Compensation Fault-Tolerant Control for a Flexible Manipulator With Unknown Dead-Zone and Actuator Faults. - Zhijia Zhao 002; Zhifeng Tan; Zhijie Liu 001; Mehmet Önder Efe; Choon Ki Ahn (IEEE Trans. Ind. Electron., 2023)

Single parameter adaptive neural network control for multi-agent deployment with prescribed tracking performance. - Zhijie Liu 001; Zhongqi Lu; Zhijia Zhao 002; Mehmet Önder Efe; Keum-Shik Hong (Autom., 2023)

A comparative study of blind source separation methods. - Burak Baysal; Mehmet Önder Efe (Turkish J. Electr. Eng. Comput. Sci., 2023)

Genetic Algorithm and Binary Masks for Co-Learning Multiple Dataset in Deep Neural Networks. - Ö. Turan; Mehmet Önder Efe (CoDIT, 2024)

Modelling and dynamic characterisation of a double-pendulum overhead crane carrying a distributed-mass payload. - Musa Mohammed Bello; Z. Mohamed 001; Mehmet Önder Efe; Haszuraidah Ishak (Simul. Model. Pract. Theory, 2024)

Masked Multiple State Space Model Identification Using FRD and Evolutionary Optimization. - Mehmet Önder Efe; Burak Kürkçü; Cosku Kasnakoglu; Zaharuddin Mohamed; Zhijie Liu 001 (IEEE Trans. Ind. Informatics, 2024)

A Modified Levenberg Marquardt Algorithm for Simultaneous Learning of Multiple Datasets. - Mehmet Önder Efe; Burak Kürkçü; Cosku Kasnakoglu; Zaharuddin Mohamed; Zhijie Liu 001 (IEEE Trans. Circuits Syst. II Express Briefs, 2024)

Switched Neural Networks for Simultaneous Learning of Multiple Functions. - Mehmet Önder Efe; Burak Kürkçü; Cosku Kasnakoglu; Zaharuddin Mohamed; Zhijie Liu 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

Comparative Study of Disturbance Observer-Based Control Methods on an Industrial Gimbal System. - Mücahid Ridvan Kaplan; Burak Kürkçü; Mehmet Önder Efe; Zeki Yagiz Bayraktaroglu (IEEE Access, 2025)