Mahdi Aliyari Shoorehdeli

Orcid: 0000-0002-9985-510X

According to our database1, Mahdi Aliyari Shoorehdeli authored at least 87 papers between 2006 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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On csauthors.net:

Bibliography

2025
Exploiting the capacity of deep networks only at the training stage for nonlinear black-box system identification.
Inf. Sci., 2025

2024
Output Feedback Tracking Control for a Class of Bilinear Systems: Application to Power Electronics Devices.
IEEE Control. Syst. Lett., 2024

Learning a Factorized Orthogonal Latent Space using Encoder-only Architecture for Fault Detection; An Alarm management perspective.
CoRR, 2024

Dynamic importance learning using fisher information gain for nonlinear system identification.
CoRR, 2024

A Global Data-Driven Model for The Hippocampus and Nucleus Accumbens of Rat From The Local Field Potential Recordings (LFP).
CoRR, 2024

2023
Building robust neural networks under adversarial machine learning attacks by using biologically-inspired neurons.
Inf. Sci., October, 2023

Online Learning Approach Based on Recursive Formulation for Twin Support Vector Machine and Sparse Pinball Twin Support Vector Machine.
Neural Process. Lett., 2023

Contrastive Multi-Modal Representation Learning for Spark Plug Fault Diagnosis.
CoRR, 2023

Adaptive output feedback tracking control for bilinear systems.
CoRR, 2023

Imbalanced Classification In Faulty Turbine Data: New Proximal Policy Optimization.
CoRR, 2023

2022
Control and synchronization of chaotic spur gear system using adaptive non-singular fast terminal sliding mode controller.
Trans. Inst. Meas. Control, October, 2022

Improved teaching-learning based optimization algorithm using Lyapunov stability analysis.
J. Ambient Intell. Humaniz. Comput., 2022

State and Fault Estimation for T-S Fuzzy Nonlinear Systems Using an Ensemble UKF.
Circuits Syst. Signal Process., 2022

Analysis of Anomalous Behavior in Network Systems Using Deep Reinforcement Learning with CNN Architecture.
CoRR, 2022

DQLAP: Deep Q-Learning Recommender Algorithm with Update Policy for a Real Steam Turbine System.
CoRR, 2022

Network Intrusion Detection with Limited Labeled Data.
CoRR, 2022

2021
A Functional Unknown Input Observer for Linear Singular Fornasini-Marchesini First Model Systems: With Application to Fault Diagnosis.
IEEE Syst. J., 2021

System Identification of Conveyor Belt Microwave Drying Process of Polymer Foams Using Electrical Capacitance Tomography.
Sensors, 2021

Detection of Anomalies in Industrial IoT Systems by Data Mining: Study of CHRIST Osmotron Water Purification System.
IEEE Internet Things J., 2021

Fault estimation based on ensemble unscented Kalman filter for a class of nonlinear systems with multiplicative fault.
Int. J. Syst. Sci., 2021

Stability analysis of the particle dynamics in bat algorithm: standard and modified versions.
Eng. Comput., 2021

Domain Adversarial Neural Network Regression to design transferable soft sensor in a power plant.
Comput. Ind., 2021

2020
Detection of Anomalies and Faults in Industrial IoT Systems by Data Mining: Study of CHRIST Osmotron Water Purification System.
CoRR, 2020

A Novel Method For Designing Transferable Soft Sensors And Its Application.
CoRR, 2020

Between-Domain Instance Transition Via the Process of Gibbs Sampling in RBM.
CoRR, 2020

Image-based visual servoing improvement through utilization of adaptive control gain and pseudo-inverse of the weighted mean of the Jacobians.
Comput. Electr. Eng., 2020

Unsupervised automatic online spike sorting using reward-based online clustering.
Biomed. Signal Process. Control., 2020

On The Application of Domain Adversarial Neural Network to Fault Detection and Isolation in Power Plants.
Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

2019
Stability analysis in identification of interval type-2 adaptive neuro-fuzzy inference system: Contribution to a novel Lyapunov function.
Expert Syst. J. Knowl. Eng., 2019

Application of constrained learning in making deep networks more transparent, regularized, and biologically plausible.
Eng. Appl. Artif. Intell., 2019

Improvement of the Izhikevich model based on the rat basolateral amygdala and hippocampus neurons, and recognition of their possible firing patterns.
CoRR, 2019

Adaptive Model Learning of Neural Networks with UUB Stability for Robot Dynamic Estimation.
Proceedings of the International Joint Conference on Neural Networks, 2019

2018
Fault detection and isolation using viability theory and interval observers.
Int. J. Syst. Sci., 2018

Generalization of parity space to fault detection based on Takagi-Sugeno fuzzy models for non-linear dynamic systems.
Expert Syst. J. Knowl. Eng., 2018

2017
Comments on "A Novel Fault Diagnostics and Prediction Scheme Using a Nonlinear Observer With Artificial Immune System as an Online Approximator".
IEEE Trans. Control. Syst. Technol., 2017

Adaptive recurrent neural network with Lyapunov stability learning rules for robot dynamic terms identification.
Eng. Appl. Artif. Intell., 2017

Optimal distributed interconnectivity of multi-robot systems by spatially-constrained clustering.
Adapt. Behav., 2017

2016
Time-variant artificial potential field (TAPF): a breakthrough in power-optimized motion planning of autonomous space mobile robots.
Robotica, 2016

Indirect adaptive hierarchical fuzzy sliding mode controller for a class of nonlinear systems.
J. Intell. Fuzzy Syst., 2016

Stability analysis of particle dynamics in gravitational search optimization algorithm.
Inf. Sci., 2016

2015
Designing a New Framework Using Type-2 FLS and Cooperative-Competitive Genetic Algorithms for Road Detection from IKONOS Satellite Imagery.
Remote. Sens., 2015

2014
Implementation and Control of X-Y Pedestal Using Dual-Drive Technique and Feedback Error Learning for LEO Satellite Tracking.
IEEE Trans. Control. Syst. Technol., 2014

Real-time dynamic HIL simulator of gas turbine, governor, generator and grid for static excitation of a 200-MVA synchronous generator.
Simul., 2014

Neural Networks for Normative Knowledge Source of Cultural Algorithm.
Int. J. Comput. Intell. Syst., 2014

2013
Synchronization of Underactuated Unknown Heavy Symmetric Chaotic Gyroscopes via Optimal Gaussian Radial Basis Adaptive Variable Structure Control.
IEEE Trans. Control. Syst. Technol., 2013

Specificity enhancement in classification of breast MRI lesion based on multi-classifier.
Neural Comput. Appl., 2013

Hierarchical wavelet packet fuzzy inference system for pattern classification and system identification.
Int. J. Syst. Sci., 2013

Type-2 Fuzzy Control for a Flexible- joint Robot Using Voltage Control Strategy.
Int. J. Autom. Comput., 2013

Neural - Adaptive control for electro hydraulic servo system.
Proceedings of the 9th Asian Control Conference, 2013

2012
Breast Cancer Classification Based on Advanced Multi Dimensional Fuzzy Neural Network.
J. Medical Syst., 2012

Identification of cement rotary kiln using hierarchical wavelet fuzzy inference system.
J. Frankl. Inst., 2012

An interdisciplinary overview and intelligent control of human prosthetic eye movements system for the emotional support by a huggable pet-type robot from a biomechatronical viewpoint.
J. Frankl. Inst., 2012

Model-based robust fault detection and isolation of an industrial gas turbine prototype using soft computing techniques.
Neurocomputing, 2012

Design of a Prediction Model for Cement Rotary Kiln Using Wavelet Projection Fuzzy Inference System.
Cybern. Syst., 2012

2011
Generalized projective synchronization of uncertain chaotic systems with external disturbance.
Expert Syst. Appl., 2011

Model-based Fault Detection and Isolation Using Neural Networks: An Industrial Gas Turbine Case Study.
Proceedings of the 21st International Conference on Systems Engineering (ICSEng 2011), 2011

Ischemia prediction via ECG using MLP and RBF predictors with ANFIS classifiers.
Proceedings of the Seventh International Conference on Natural Computation, 2011

Anti-swing control for a double-pendulum-type overhead crane via parallel distributed fuzzy LQR controller combined with genetic fuzzy rule set selection.
Proceedings of the 2011 IEEE International Conference on Control System, 2011

Design of a parallel distributed fuzzy LQR controller for double-pendulum-type overhead cranes.
Proceedings of the 2011 IEEE International Conference on Control System, 2011

Fuzzy-LQR hybrid control of an electro hydraulic velocity servo system.
Proceedings of the 11th International Conference on Hybrid Intelligent Systems, 2011

Neuro-fuzzy control of Quanser flexible link.
Proceedings of the 11th International Conference on Hybrid Intelligent Systems, 2011

Interval fuzzy modeling applied to model based fault detection of an active suspension system.
Proceedings of the FUZZ-IEEE 2011, 2011

Generalized projective synchroization of time-delayed chaotic systems via sliding adaptive fuzzy control.
Proceedings of the FUZZ-IEEE 2011, 2011

Sliding adaptive fuzzy control for a class of time-delayed chaotic systems.
Proceedings of the FUZZ-IEEE 2011, 2011

2010
Classification of Multi-Class Datasets Using 2D Membership Functions in TSK Fuzzy System.
Int. J. Adv. Comp. Techn., 2010

Comparison of neuro-fuzzy approaches with artificial neural networks for the detection of Ischemia in ECG signals.
Proceedings of the IEEE International Conference on Systems, 2010

Multi-fault diagnosis of ball bearing based on features extracted from time-domain and multi-class support vector machine(MSVM).
Proceedings of the IEEE International Conference on Systems, 2010

Multi-fault diagnosis of ball bearing using FFT, wavelet energy entropy mean and root mean square (RMS).
Proceedings of the IEEE International Conference on Systems, 2010

A new approach in drug delivery control in anesthesia.
Proceedings of the IEEE International Conference on Systems, 2010

Multiresoloution wavelet analysis based ischemic beat detection using fuzzy reasoning.
Proceedings of the IEEE International Conference on Systems, 2010

Ischemia prediction using ANFIS.
Proceedings of the IEEE International Conference on Systems, 2010

2009
Identification using ANFIS with intelligent hybrid stable learning algorithm approaches.
Neural Comput. Appl., 2009

Training ANFIS as an identifier with intelligent hybrid stable learning algorithm based on particle swarm optimization and extended Kalman filter.
Fuzzy Sets Syst., 2009

Identification using ANFIS with intelligent hybrid stable learning algorithm approaches and stability analysis of training methods.
Appl. Soft Comput., 2009

Fault Detection of the Tennessee Eastman Process Using Improved PCA and Neural Classifier.
Proceedings of the Soft Computing in Industrial Applications, 2009

Feedback-Error-Learning For Stability of Double Inverted Pendulum.
Proceedings of the IEEE International Conference on Systems, 2009

Feature Extraction and Classification of EEG Signals Using Wavelet Transform, SVM and Artificial Neural Networks for Brain Computer Interfaces.
Proceedings of the International Joint Conferences on Bioinformatics, 2009

New control strategy of feedback error learning based on lead compensator for flexible link manipulator.
Proceedings of the 10th European Control Conference, 2009

Velocity control of EHSS by using Mamdani and ANFIS controllers.
Proceedings of the 10th European Control Conference, 2009

2008
Path planning of mobile robot using integer GA with considering terrain conditions.
Proceedings of the IEEE International Conference on Systems, 2008

Sliding Mode Control of Magnetic Levitation System Using Radial Basis Function Neural Networks.
Proceedings of the 2008 IEEE Conference on Robotics, Automation and Mechatronics, 2008

Novel Hybrid Learning Algorithms for Tuning ANFIS Parameters as an Identifier Using Fuzzy PSO.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2008

Identification of Fuzzy Models Using Cartesian Genetic Programming.
Proceedings of the 2008 International Conference on Computational Intelligence and Security, 2008

2007
Velocity control of an electro hydraulic servosystem.
Proceedings of the IEEE International Conference on Systems, 2007

Novel Hybrid Learning Algorithms for Tuning ANFIS Parameters Using Adaptive Weighted PSO.
Proceedings of the FUZZ-IEEE 2007, 2007

The Off-Line and On-Line Fuzzy Backstepping Controllers for Rotary Inverted Pendulum System.
Proceedings of the Computational Intelligence and Security, International Conference, 2007

2006
A novel training algorithm in ANFIS structure.
Proceedings of the American Control Conference, 2006


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