Okyay Kaynak

Orcid: 0000-0002-4789-6700

Affiliations:
  • Bogaziçi University, Turkey


According to our database1, Okyay Kaynak authored at least 223 papers between 1987 and 2024.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 2003, "For contributions to variable structure systems theory and its applications in mechatronics.".

Timeline

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Bibliography

2024
Design, Modeling, and Control of a Hybrid Quadplane With All-Moving Wings for Improved Flexibility and Efficiency.
IEEE Trans. Syst. Man Cybern. Syst., December, 2024

A Generalized Testing Model for Interval Lifetime Analysis Based on Mixed Wiener Accelerated Degradation Process.
IEEE Internet Things J., December, 2024

Novel Outlier-Robust Accelerated Degradation Testing Model and Lifetime Analysis Method Considering Time-Stress-Dependent Factors.
IEEE Trans. Ind. Informatics, August, 2024

Global Prescribed-Time Stabilization of a Class of Uncertain Linear Systems With Applications to Aerospace Systems.
IEEE Trans. Aerosp. Electron. Syst., August, 2024

Data-Driven Distributed Diagnosis and Optimization Control for Cascaded Systems.
IEEE Trans. Syst. Man Cybern. Syst., May, 2024

A Performance Recovery Approach for Multiagent Systems With Actuator Faults in Noncooperative Games.
IEEE Trans. Ind. Informatics, May, 2024

Sliding Surface Design for Sliding Mode Load Frequency Control of Multiarea Multisource Power System.
IEEE Trans. Ind. Informatics, May, 2024

Transfer Learning-Motivated Intelligent Fault Diagnosis Designs: A Survey, Insights, and Perspectives.
IEEE Trans. Neural Networks Learn. Syst., March, 2024

Lane-Keeping Control of Automatic Steering Systems via Adaptive Fuzzy Sliding-Mode Approach.
IEEE Trans. Syst. Man Cybern. Syst., 2024

Dynamic weight-based accelerated test modeling for fault degradation and lifetime analysis.
Reliab. Eng. Syst. Saf., 2024

Adaptive neural network backstepping control method for aerial manipulator based on coupling disturbance compensation.
J. Frankl. Inst., 2024

Editor-in-Chief.
IEEE Access, 2024

A Data-Driven Two-Stage Dynamometer Diagram Inference Approach for Variable Operational Conditions in Pumping Machines.
Proceedings of the 7th IEEE International Conference on Industrial Cyber-Physical Systems, 2024

2023
Z-number based fuzzy neural network for system identification.
J. Intell. Fuzzy Syst., December, 2023

A Federated Dictionary Learning Method for Process Monitoring With Industrial Applications.
IEEE Trans. Artif. Intell., October, 2023

Data-driven designs of observers and controllers via solving model matching problems.
Autom., October, 2023

Subspace-Aided Sensor Fault Diagnosis and Compensation for Industrial Systems.
IEEE Trans. Ind. Electron., September, 2023

A Distributed Closed-Loop Monitoring Approach for Interconnected Industrial Systems.
IEEE Trans. Ind. Electron., July, 2023

2022
Secure Data Transmission and Trustworthiness Judgement Approaches Against Cyber-Physical Attacks in an Integrated Data-Driven Framework.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Time-Domain Frequency Estimation With Application to Fault Diagnosis of the Unmanned Aerial Vehicles' Blade Damage.
IEEE Trans. Ind. Electron., 2022

Event-Triggered Fuzzy Adaptive Leader-Following Tracking Control of Nonaffine Multiagent Systems With Finite-Time Output Constraint and Input Saturation.
IEEE Trans. Fuzzy Syst., 2022

A Novel Subspace-Aided Fault Detection Approach for the Drive Systems of Rolling Mills.
IEEE Trans. Control. Syst. Technol., 2022

An integrated data-driven scheme for the defense of typical cyber-physical attacks.
Reliab. Eng. Syst. Saf., 2022

Control of an AUV with completely unknown dynamics and multi-asymmetric input constraints via off-policy reinforcement learning.
Neural Comput. Appl., 2022

Rethinking engineering education at the age of industry 5.0.
J. Ind. Inf. Integr., 2022

Proportional integral derivative booster for neural networks-based time-series prediction: Case of water demand prediction.
Eng. Appl. Artif. Intell., 2022

Quo vadis artificial intelligence?
Discov. Artif. Intell., 2022

Recent Advances in Cognitive Informatics and Cognitive Computing towards Autonomous Systems (Plenary Panel Report-II of IEEE ICCI*CC'22).
Proceedings of the 21st 2022 International Conference on Cognitive Informatics & Cognitive Computing, 2022

2021
Neural Network-Based Adaptive Fault-Tolerant Control for Markovian Jump Systems With Nonlinearity and Actuator Faults.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Spatiotemporal Behind-the-Meter Load and PV Power Forecasting via Deep Graph Dictionary Learning.
IEEE Trans. Neural Networks Learn. Syst., 2021

Guest Editorial: Data-Driven Management of Complex Systems Through Plant-Wide Performance Supervision.
IEEE Trans. Ind. Informatics, 2021

Optimized Design of Parity Relation-Based Residual Generator for Fault Detection: Data-Driven Approaches.
IEEE Trans. Ind. Informatics, 2021

Real-Time Implementation of Plug-and-Play Process Monitoring and Control on an Experimental Three-Tank System.
IEEE Trans. Ind. Informatics, 2021

A Novel Bias-Eliminated Subspace Identification Approach for Closed-Loop Systems.
IEEE Trans. Ind. Electron., 2021

Fuzzy Approximation-Based Finite-Time Control for a Robot With Actuator Saturation Under Time-Varying Constraints of Work Space.
IEEE Trans. Cybern., 2021

Adaptive SMO-Based Fault Estimation for Markov Jump Systems With Simultaneous Additive and Multiplicative Actuator Faults.
IEEE Syst. J., 2021

Optimal tracking control based on reinforcement learning value iteration algorithm for time-delayed nonlinear systems with external disturbances and input constraints.
Inf. Sci., 2021

The golden age of Artificial Intelligence: Inaugural Editorial.
Discov. Artif. Intell., 2021

When medical images meet generative adversarial network: recent development and research opportunities.
Discov. Artif. Intell., 2021

Towards Agrobots: Trajectory Control of an Autonomous Tractor Using Type-2 Fuzzy Logic Controllers.
CoRR, 2021

On the Philosophical, Cognitive and Mathematical Foundations of Symbiotic Autonomous Systems (SAS).
CoRR, 2021

IEEE ICCI*CC Series in Year 20: Latest Advances in Cognitive Informatics and Cognitive Computing towards General AI (Plenary Panel Report-I).
Proceedings of the 20th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2021

Sliding-Mode Fuzzy Controllers
357, Springer, ISBN: 978-3-030-69181-3, 2021

2020
Guest Editorial Special Issue on Fault Diagnosis and Adaptive Fault-Tolerant Control for Automatic Control Systems.
IEEE Trans. Syst. Man Cybern. Syst., 2020

Disturbance Observer-Based Neural Network Control of Cooperative Multiple Manipulators With Input Saturation.
IEEE Trans. Neural Networks Learn. Syst., 2020

Uncertainty and Disturbance Estimator-Based Control of a Flapping-Wing Aerial Vehicle With Unknown Backlash-Like Hysteresis.
IEEE Trans. Ind. Electron., 2020

A Robust Data-Driven Fault Detection Approach for Rolling Mills With Unknown Roll Eccentricity.
IEEE Trans. Control. Syst. Technol., 2020

A Novel Control-Performance-Oriented Data-Driven Fault Classification Approach.
IEEE Syst. J., 2020

Adaptive Neural Network Control of Underwater Robotic Manipulators Tuned by a Genetic Algorithm.
J. Intell. Robotic Syst., 2020

Chaos suppression in speed control for permanent-magnet-synchronous-motor drive system.
J. Frankl. Inst., 2020

Short-Term Traffic Flow Prediction Using Variational LSTM Networks.
CoRR, 2020

A novel fractional-order fuzzy control method based on immersion and invariance approach.
Appl. Soft Comput., 2020

IEEE Access Special Section Editorial: Data-Driven Monitoring, Fault Diagnosis and Control of Cyber-Physical Systems.
IEEE Access, 2020

Genetic Algorithm for the Mutual Information-Based Feature Selection in Univariate Time Series Data.
IEEE Access, 2020

2019
Optimal Design of a Fractional-Order Proportional-Integer-Differential Controller for a Pneumatic Position Servo System.
IEEE Trans. Ind. Electron., 2019

Robust predictive synchronization of uncertain fractional-order time-delayed chaotic systems.
Soft Comput., 2019

Fractional order sliding mode control of a pneumatic position servo system.
J. Frankl. Inst., 2019

A novel general type-2 fuzzy controller for fractional-order multi-agent systems under unknown time-varying topology.
J. Frankl. Inst., 2019

Adaptive Backstepping Control of a Pneumatic System With Unknown Model Parameters and Control Direction.
IEEE Access, 2019

A Study of PnP Process Monitoring Technique on Three-Tank System.
Proceedings of the 28th IEEE International Symposium on Industrial Electronics, 2019

Plug-and-Play Process Control System Design for Three-tank System with Online Tracking Performance Optimization.
Proceedings of the IECON 2019, 2019

A Novel Recursive Data-Driven Realization of SIR in Closed-Loop System.
Proceedings of the CAA Symposium on Fault Detection, 2019

2018
Robust Identification of LPV Time-Delay System With Randomly Missing Measurements.
IEEE Trans. Syst. Man Cybern. Syst., 2018

A Partial Least Squares Aided Intelligent Model Predictive Control Approach.
IEEE Trans. Syst. Man Cybern. Syst., 2018

A Locally Weighted Project Regression Approach-Aided Nonlinear Constrained Tracking Control.
IEEE Trans. Neural Networks Learn. Syst., 2018

Sliding Mode Control and Observation for Complex Industrial Systems - Part II.
IEEE Trans. Ind. Electron., 2018

Data-Driven Monitoring and Safety Control of Industrial Cyber-Physical Systems: Basics and Beyond.
IEEE Access, 2018

A Data-Driven Fault Detection Approach for Dynamic Processes with Sinusoidal Disturbance.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

A Data-Driven Fault Detection Approach for Periodic Rectangular Wave Disturbance.
Proceedings of the IECON 2018, 2018

An Identification Approach for the Data-Driven SIR in the PnP Monitoring and Control Architecture.
Proceedings of the IECON 2018, 2018

2017
Adaptive Fault-Tolerant Control for Nonlinear System With Unknown Control Directions Based on Fuzzy Approximation.
IEEE Trans. Syst. Man Cybern. Syst., 2017

An Adaptive NN-Based Approach for Fault-Tolerant Control of Nonlinear Time-Varying Delay Systems With Unmodeled Dynamics.
IEEE Trans. Neural Networks Learn. Syst., 2017

Rough Deep Neural Architecture for Short-Term Wind Speed Forecasting.
IEEE Trans. Ind. Informatics, 2017

Coordination Task Triggered Formation Control Algorithm for Multiple Marine Vessels.
IEEE Trans. Ind. Electron., 2017

A Data-Driven Fuzzy Information Granulation Approach for Freight Volume Forecasting.
IEEE Trans. Ind. Electron., 2017

Sliding Mode Control and Observation for Complex Industrial Systems - Part I.
IEEE Trans. Ind. Electron., 2017

A Line-Based-Clustering Approach for Ball Grid Array Component Inspection in Surface-Mount Technology.
IEEE Trans. Ind. Electron., 2017

Improving the Speed of Center of Sets Type Reduction in Interval Type-2 Fuzzy Systems by Eliminating the Need for Sorting.
IEEE Trans. Fuzzy Syst., 2017

Fault Detection for Nonlinear Process With Deterministic Disturbances: A Just-In-Time Learning Based Data Driven Method.
IEEE Trans. Cybern., 2017

Sliding Mode Observer-Based FTC for Markovian Jump Systems With Actuator and Sensor Faults.
IEEE Trans. Autom. Control., 2017

Descriptor reduced-order sliding mode observers design for switched systems with sensor and actuator faults.
Autom., 2017

The entanglement of control and IT in 21<sup>st</sup> century: Intelligent systems.
Proceedings of the 15th IEEE International Symposium on Intelligent Systems and Informatics, 2017

Adaptive configuration technique for decentralized plug-and-play process monitoring system.
Proceedings of the IEEE EUROCON 2017 -17th International Conference on Smart Technologies, 2017

2016
Tracking Control of Robotic Manipulators With Uncertain Kinematics and Dynamics.
IEEE Trans. Ind. Electron., 2016

Transient-Performance-Guaranteed Robust Adaptive Control and Its Application to Precision Motion Control Systems.
IEEE Trans. Ind. Electron., 2016

Robust H<sub>∞</sub>-Based Synchronization of the Fractional-Order Chaotic Systems by Using New Self-Evolving Nonsingleton Type-2 Fuzzy Neural Networks.
IEEE Trans. Fuzzy Syst., 2016

Industrial Cyber-Physical Systems [Scanning the Issue].
Proc. IEEE, 2016

Observer-based method for synchronization of uncertain fractional order chaotic systems by the use of a general type-2 fuzzy system.
Appl. Soft Comput., 2016

Wheel slip regulation using fuzzy spiking neural networks.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

PCA and KPCA integrated Support Vector Machine for multi-fault classification.
Proceedings of the IECON 2016, 2016

Observer-based control for robotic manipulations with uncertain kinematics and dynamics.
Proceedings of the IEEE 14th International Workshop on Advanced Motion Control, 2016

Recurrent interval type-2 neuro-fuzzy control of an electro hydraulic servo system.
Proceedings of the IEEE 14th International Workshop on Advanced Motion Control, 2016

2015
Improved PLS Focused on Key-Performance-Indicator-Related Fault Diagnosis.
IEEE Trans. Ind. Electron., 2015

Data-Based Techniques Focused on Modern Industry: An Overview.
IEEE Trans. Ind. Electron., 2015

Data-Driven Control and Process Monitoring for Industrial Applications - Part II.
IEEE Trans. Ind. Electron., 2015

Nonlinear Robust Attitude Tracking Control of a Table-Mount Experimental Helicopter Using Output Feedback.
IEEE Trans. Ind. Electron., 2015

Adaptive Indirect Fuzzy Sliding Mode Controller for Networked Control Systems Subject to Time-Varying Network-Induced Time Delay.
IEEE Trans. Fuzzy Syst., 2015

Feedback Error Learning Control of Magnetic Satellites Using Type-2 Fuzzy Neural Networks With Elliptic Membership Functions.
IEEE Trans. Cybern., 2015

Big Data for Modern Industry: Challenges and Trends [Point of View].
Proc. IEEE, 2015

Control of a direct drive robot using fuzzy spiking neural networks with variable structure systems-based learning algorithm.
Neurocomputing, 2015

Fusion of Computational Intelligence Techniques and Their Practical Applications.
Comput. Intell. Neurosci., 2015

H∞ control of stochastic switched nonlinear systems with average dwell time.
Proceedings of the IECON 2015, 2015

Optimal sliding mode type-2 TSK fuzzy control of a 2-DOF helicopter.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

2014
On Deployment of Wireless Sensors on 3-D Terrains to Maximize Sensing Coverage by Utilizing Cat Swarm Optimization With Wavelet Transform.
IEEE Trans. Syst. Man Cybern. Syst., 2014

An LWPR-Based Data-Driven Fault Detection Approach for Nonlinear Process Monitoring.
IEEE Trans. Ind. Informatics, 2014

Software-Based Control Flow Checking Against Transient Faults in Industrial Environments.
IEEE Trans. Ind. Informatics, 2014

Data-Driven Control and Process Monitoring for Industrial Applications - Part I.
IEEE Trans. Ind. Electron., 2014

Two-mode Indirect Adaptive Control Approach for the Synchronization of Uncertain Chaotic Systems by the Use of a Hierarchical Interval Type-2 Fuzzy Neural Network.
IEEE Trans. Fuzzy Syst., 2014

Robust Model Predictive Control Under Saturations and Packet Dropouts With Application to Networked Flotation Processes.
IEEE Trans Autom. Sci. Eng., 2014

Variable-structure-systems based approach for online learning of spiking neural networks and its experimental evaluation.
J. Frankl. Inst., 2014

Trajectory tracking of a 2-DOF helicopter system using neuro-fuzzy system with parameterized conjunctors.
Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2014

2013
Guest Editorial Advances in Theories and Industrial Applications of Networked Control Systems.
IEEE Trans. Ind. Informatics, 2013

Network-Induced Constraints in Networked Control Systems - A Survey.
IEEE Trans. Ind. Informatics, 2013

Optimal Selection of Parameters for Nonuniform Embedding of Chaotic Time Series Using Ant Colony Optimization.
IEEE Trans. Cybern., 2013

Observer-based indirect model reference fuzzy control system with application to control of chaotic systems.
J. Frankl. Inst., 2013

A type-2 fuzzy wavelet neural network for system identification and control.
J. Frankl. Inst., 2013

An Effective Control Flow Checking Method for Multitask Processing in harsh Environments.
J. Circuits Syst. Comput., 2013

<i>H</i><sub>∞</sub> control of switched delayed systems with average dwell time.
Int. J. Control, 2013

Control of Antilock Braking System using Spiking Neural Networks.
Proceedings of the IECON 2013, 2013

Spiking Neural Networks for the control of a servo system.
Proceedings of the IEEE International Conference on Mechatronics, 2013

Nonlinear function approximation based on fuzzy algorithms with parameterized conjunctors.
Proceedings of the IEEE International Conference on Mechatronics, 2013

Stabilizing multiple sliding surface control of quad-rotor rotorcraft.
Proceedings of the 9th Asian Control Conference, 2013

Sliding mode type-2 fuzzy control of robotic arm using ellipsoidal membership functions.
Proceedings of the 9th Asian Control Conference, 2013

Stabilization of uncertain discrete time-delayed systems via delta operator approach.
Proceedings of the 9th Asian Control Conference, 2013

Sliding mode online learning algorithm for type-2 fuzzy CMAC networks.
Proceedings of the 9th Asian Control Conference, 2013

2012
Guest Editorial Special Section on Soft Computing in Industrial Informatics.
IEEE Trans. Ind. Informatics, 2012

Optimizing RFID Network Planning by Using a Particle Swarm Optimization Algorithm With Redundant Reader Elimination.
IEEE Trans. Ind. Informatics, 2012

Extended Kalman Filter Based Learning Algorithm for Type-2 Fuzzy Logic Systems and Its Experimental Evaluation.
IEEE Trans. Ind. Electron., 2012

Sliding Mode Control Approach for Online Learning as Applied to Type-2 Fuzzy Neural Networks and Its Experimental Evaluation.
IEEE Trans. Ind. Electron., 2012

Control and synchronization of chaotic systems using a novel indirect model reference fuzzy controller.
Soft Comput., 2012

Comparative Results on Stabilization of the Quad-rotor Rotorcraft Using Bounded Feedback Controllers.
J. Intell. Robotic Syst., 2012

Sliding mode incremental learning algorithm for interval type-2 Takagi-Sugeno-Kang fuzzy neural networks.
Evol. Syst., 2012

Statistical results to show the superiority of type two fuzzy logic systems over type one counterparts under noisy conditions.
Proceedings of the 21st IEEE International Symposium on Industrial Electronics, 2012

Slip control of a quarter car model based on type-1 fuzzy neural system with parameterized conjunctions.
Proceedings of the 38th Annual Conference on IEEE Industrial Electronics Society, 2012

On pinning impulsive control of complex dynamical networks.
Proceedings of the 12th International Conference on Control Automation Robotics & Vision, 2012

Intelligent control of a tractor-implement system using type-2 fuzzy neural networks.
Proceedings of the FUZZ-IEEE 2012, 2012

2011
Analysis of the Noise Reduction Property of Type-2 Fuzzy Logic Systems Using a Novel Type-2 Membership Function.
IEEE Trans. Syst. Man Cybern. Part B, 2011

Direct Model Reference Takagi-Sugeno Fuzzy Control of SISO Nonlinear Systems.
IEEE Trans. Fuzzy Syst., 2011

Finite Frequency H<sub>INFINITY </sub> Control for Vehicle Active Suspension Systems.
IEEE Trans. Control. Syst. Technol., 2011

Fuzzy Logic Based Approach to Design of Autonomous Landing System for Unmanned Aerial Vehicles.
J. Intell. Robotic Syst., 2011

Neuro-fuzzy control of antilock braking system using sliding mode incremental learning algorithm.
Neurocomputing, 2011

Potential field-based navigation task for autonomous flight control of unmanned aerial vehicles.
Int. J. Autom. Control., 2011

Single-step ahead prediction based on the principle of concatenation using grey predictors.
Expert Syst. Appl., 2011

A servo system control with time-varying and nonlinear load conditions using type-2 TSK fuzzy neural system.
Appl. Soft Comput., 2011

A type-2 neuro-fuzzy system based on clustering and gradient techniques applied to system identification and channel equalization.
Appl. Soft Comput., 2011

Levenberg marquardt algorithm for the training of type-2 fuzzy neuro systems with a novel type-2 fuzzy membership function.
Proceedings of the 2011 IEEE Symposium on Advances in Type-2 Fuzzy Logic Systems, 2011

A novel training method based on variable structure systems approach for interval type-2 fuzzy neural networks.
Proceedings of the 2011 IEEE Symposium on Advances in Type-2 Fuzzy Logic Systems, 2011

The Entanglement of Control and IT - Intelligent Control in Mechatronics.
Proceedings of the ICINCO 2011 - Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics, Volume 1, Noordwijkerhout, The Netherlands, 28, 2011

Type-1 and Type-2 Fuzzy Control of an Anti-lock Breaking System (ABS) and Evaluation of Its Performances.
Proceedings of the ICINCO 2011 - Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics, Volume 1, Noordwijkerhout, The Netherlands, 28, 2011

An Extended Sliding Mode Learning Algorithm for Type-2 Fuzzy Neural Networks.
Proceedings of the Adaptive and Intelligent Systems - Second International Conference, 2011

A novel training method based on variable structure systems theory for fuzzy neural networks.
Proceedings of the IEEE Symposium on Computational Intelligence in Control and Automation, 2011

2010
An Efficient Ant Colony System Based on Receding Horizon Control for the Aircraft Arrival Sequencing and Scheduling Problem.
IEEE Trans. Intell. Transp. Syst., 2010

Type 2 Fuzzy Neural Structure for Identification and Control of Time-Varying Plants.
IEEE Trans. Ind. Electron., 2010

Adaptive neuro-fuzzy inference system based autonomous flight control of unmanned air vehicles.
Expert Syst. Appl., 2010

Grey system theory-based models in time series prediction.
Expert Syst. Appl., 2010

Identification of interval fuzzy models using recursive least square method.
Proceedings of the IEEE International Conference on Systems, 2010

Design of an adaptive interval type-2 fuzzy logic controller for the position control of a servo system with an intelligent sensor.
Proceedings of the FUZZ-IEEE 2010, 2010

Neuro-adaptive approach for controlling a quad-rotor helicopter using sliding mode learning algorithm.
Proceedings of the 10th IFAC International Workshop on the Adaptation and Learning in Control and Signal Processing, 2010

2009
A Dynamic Method to Forecast the Wheel Slip for Antilock Braking System and Its Experimental Evaluation.
IEEE Trans. Syst. Man Cybern. Part B, 2009

Sliding-Mode Control With Soft Computing: A Survey.
IEEE Trans. Ind. Electron., 2009

A Grey System Modeling Approach for Sliding-Mode Control of Antilock Braking System.
IEEE Trans. Ind. Electron., 2009

Fuzzy Logic Based Approach to Design of Flight Control and Navigation Tasks for Autonomous Unmanned Aerial Vehicles.
J. Intell. Robotic Syst., 2009

Identification and control of time-varying plants using type-2 fuzzy neural system.
Proceedings of the International Joint Conference on Neural Networks, 2009

Intelligent Systems and Its Applications in Robotics.
Proceedings of the Advances in Robotics, 2009

Vibration suppression of vehicle active suspension systems in finite frequency domian.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

2008
Computing Gradient Vector and Jacobian Matrix in Arbitrarily Connected Neural Networks.
IEEE Trans. Ind. Electron., 2008

Fuzzy Wavelet Neural Networks for Identification and Control of Dynamic Plants - A Novel Structure and a Comparative Study.
IEEE Trans. Ind. Electron., 2008

Guest Editorial Plagiarism.
IEEE Trans. Educ., 2008

Adaptive Control of Antilock Braking System Using Grey Multilayer Feedforward Neural Networks.
Proceedings of the Seventh International Conference on Machine Learning and Applications, 2008

Identification and Control of Dynamic Plants Using Fuzzy Wavelet Neural Networks.
Proceedings of the 2008 IEEE International Symposium on Intelligent Control, 2008

2007
Sliding Mode Neuro-Adaptive Control of Electric Drives.
IEEE Trans. Ind. Electron., 2007

Simulated and experimental study of antilock braking system using grey sliding mode control.
Proceedings of the IEEE International Conference on Systems, 2007

Adaptive Neuro-Fuzzy Inference System Based Autonomous Flight Control of Unmanned Air Vehicles.
Proceedings of the Advances in Neural Networks, 2007

A Type-2 Fuzzy Planner with Semi Qualitative World Model for Robocup Domain.
Proceedings of the IEEE Conference on Automation Science and Engineering, 2007

2006
Scalable Super-Resolution Imaging.
Proceedings of the IEEE International Conference on Systems, 2006

2005
Dynamical modeling of two-wheeled cart: cooperating manipulator approach.
Proceedings of the IEEE International Conference on Systems, 2005

Discrete-Time Quasi-Sliding Mode Feedback-Error-Learning Neurocontrol of a Class of Uncertain Systems.
Proceedings of the MICAI 2005: Advances in Artificial Intelligence, 2005

A Frugal Fuzzy Logic Based Approach for Autonomous Flight Control of Unmanned Aerial Vehicles.
Proceedings of the MICAI 2005: Advances in Artificial Intelligence, 2005

2004
Robust and adaptive backstepping control for nonlinear systems using RBF neural networks.
IEEE Trans. Neural Networks, 2004

Variable structure control of a class of uncertain systems.
Autom., 2004

Neural Network Closed-Loop Control Using Sliding Mode Feedback-Error-Learning.
Proceedings of the Neural Information Processing, 11th International Conference, 2004

2003
A sliding mode strategy for adaptive learning in multilayer feedforward neural networks with a scalar output.
Proceedings of the IEEE International Conference on Systems, 2003

An application of SMC theory for experimental learning control of robotic manipulators.
Proceedings of the 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems, Las Vegas, Nevada, USA, October 27, 2003

Sliding Mode Algorithm for Online Learning in Analog Multilayer Feedforward Neural Networks.
Proceedings of the Artificial Neural Networks and Neural Information Processing, 2003

Sliding mode control of a class of uncertain systems.
Proceedings of 2003 IEEE Conference on Control Applications, 2003

2002
A general backpropagation algorithm for feedforward neural networks learning.
IEEE Trans. Neural Networks, 2002

Fuzzy modeling based on generalized conjunction operations.
IEEE Trans. Fuzzy Syst., 2002

Complexity reduction of rule based models: a survey.
Proceedings of the 2002 IEEE International Conference on Fuzzy Systems, 2002

VSS Learning Based Intelligent Control of a Bioreactor System.
Proceedings of the Advances in Soft Computing, 2002

2001
Online learning in adaptive neurocontrol schemes with a sliding mode algorithm.
IEEE Trans. Syst. Man Cybern. Part B, 2001

The fusion of computationally intelligent methodologies and sliding-mode control-a survey.
IEEE Trans. Ind. Electron., 2001

An Internet-assisted experimental environment suitable for the reinforcement of undergraduate teaching of advanced control techniques.
IEEE Trans. Educ., 2001

Derivation of a parameter stabilizing training criterion for adaptive neuro-fuzzy inference systems in motion control.
Int. J. Syst. Sci., 2001

A novel optimization procedure for training of fuzzy inference systems by combining variable structure systems technique and Levenberg-Marquardt algorithm.
Fuzzy Sets Syst., 2001

Cerberus 2001 Team Description.
Proceedings of the RoboCup 2001: Robot Soccer World Cup V, 2001

A backpropagation learning framework for feedforward neural networks.
Proceedings of the 2001 International Symposium on Circuits and Systems, 2001

2000
Oil well diagnosis by sensing terminal characteristics of the induction motor.
IEEE Trans. Ind. Electron., 2000

Stable training of computationally intelligent systems by using variable structure systems technique.
IEEE Trans. Ind. Electron., 2000

On stabilization of gradient-based training strategies for computationally intelligent systems.
IEEE Trans. Fuzzy Syst., 2000

A comparative study of soft-computing methodologies in identification of robotic manipulators.
Robotics Auton. Syst., 2000

Gain adaptation in sliding mode control of robotic manipulators.
Int. J. Syst. Sci., 2000

VLSI Implementation of Neural Networks.
Int. J. Neural Syst., 2000

Stabilizing and robustifying the learning mechanisms of artificial neural networks in control engineering applications.
Int. J. Intell. Syst., 2000

Establishment of a sliding mode in a nonlinear system by tuning the parameters of a fuzzy controller.
Proceedings of the IEEE International Conference on Systems, 2000

Stabilizing and Robustifying the Error Backpropagation Method in Neurocontrol Applications.
Proceedings of the 2000 IEEE International Conference on Robotics and Automation, 2000

1999
Neuro-fuzzy architecture for CMOS implementation.
IEEE Trans. Ind. Electron., 1999

A study on robustness property of sliding-mode controllers: a novel design and experimental investigations.
IEEE Trans. Ind. Electron., 1999

Parametric classes of generalized conjunction and disjunction operations for fuzzy modeling.
IEEE Trans. Fuzzy Syst., 1999

A New Utilization of the Hamiltonian Formalism in the Adaptive Control of Mechanical Systems Under External Perturbation.
Intell. Autom. Soft Comput., 1999

Formally Non-Exact Analytical Modeling of Mechanical Systems and Environmental Interactions in an Adaptive Control.
Proceedings of the 1999 IEEE International Conference on Robotics and Automation, 1999

A Novel Computationally Intelligent Architecture for Identification and Control of Nonlinear Systems.
Proceedings of the 1999 IEEE International Conference on Robotics and Automation, 1999

1998
Entropy-based operations on fuzzy sets.
IEEE Trans. Fuzzy Syst., 1998

Minimum and maximum fuzziness generalized operators.
Fuzzy Sets Syst., 1998

Neural Computation of the Equivalent Control in Sliding Mode For Robot Trajectory Control Applications.
Proceedings of the IEEE International Conference on Robotics and Automation, 1998

1997
Neural network adaptive sliding mode control and its application to SCARA type robot manipulator.
Proceedings of the 1997 IEEE International Conference on Robotics and Automation, 1997

Fuzzy parameter adaptation for a sliding mode controller as applied to the control of an articulated arm.
Proceedings of the 1997 IEEE International Conference on Robotics and Automation, 1997

On the tuning of the free parameters of a new adaptive robot control based on geometric principles of Hamiltonian mechanics.
Proceedings of the Proceedings 1997 IEEE International Symposium on Computational Intelligence in Robotics and Automation CIRA'97, 1997

1996
Recent advances in mechatronics.
Robotics Auton. Syst., 1996

Fuzzy adaptive sliding mode control of a direct drive robot.
Robotics Auton. Syst., 1996

Improvement of fuzzy logic robot controllers using inverse entropy based T-operations.
Proceedings of the 1996 IEEE International Conference on Robotics and Automation, 1996

1994
Vision-controlled robotic tracking and acquisition.
Proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems, 1994

Feedback Linearization Control for a 3-DOF Flexible Joint Elbow Manipulator.
Proceedings of the 1994 International Conference on Robotics and Automation, 1994

1987
Model predictive heuristic control of a position servo system in robotics application.
IEEE J. Robotics Autom., 1987


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