A novel training algorithm in ANFIS structure. - Mahdi Aliyari Shoorehdeli; Mohammad Teshnehlab; Ali Khaki-Sedigh (ACC, 2006)

The Off-Line and On-Line Fuzzy Backstepping Controllers for Rotary Inverted Pendulum System. - Mahsa Rahmanian; Mahdi Aliyari Shoorehdeli; Mohammad Teshnehlab (CIS, 2007)

Novel Hybrid Learning Algorithms for Tuning ANFIS Parameters Using Adaptive Weighted PSO. - Mahdi Aliyari Shoorehdeli; Mohammad Teshnehlab; Ali Khaki-Sedigh (FUZZ-IEEE, 2007)

Velocity control of an electro hydraulic servosystem. - Mahdi Aliyari Shoorehdeli; Mohammad Teshnehlab (SMC, 2007)

Identification of Fuzzy Models Using Cartesian Genetic Programming. - Samaneh Yazdani; Mahdi Aliyari Shoorehdeli; Mohammad Teshnehlab (CIS (2), 2008)

Novel Hybrid Learning Algorithms for Tuning ANFIS Parameters as an Identifier Using Fuzzy PSO. - Mohammad Teshnehlab; Mahdi Aliyari Shoorehdeli; Ali Khaki-Sedigh (ICNSC, 2008)

Sliding Mode Control of Magnetic Levitation System Using Radial Basis Function Neural Networks. - Mortaza Aliasghary; Abolfazl Jalilvand; Mohammad Teshnehlab; Mahdi Aliyari Shoorehdeli (RAM, 2008)

Path planning of mobile robot using integer GA with considering terrain conditions. - Mohammad Mansouri; Mahdi Aliyari Shoorehdeli; Mohammad Teshnehlab (SMC, 2008)

Velocity control of EHSS by using Mamdani and ANFIS controllers. - Veeda Aghaei Hesari; Mahdi Aliyari Shoorehdeli; Mohammad Teshnehlab (ECC, 2009)

New control strategy of feedback error learning based on lead compensator for flexible link manipulator. - Veser Namazikhah; Mahdi Aliyari Shoorehdeli; Mohammad Teshnehlab (ECC, 2009)

Feature Extraction and Classification of EEG Signals Using Wavelet Transform, SVM and Artificial Neural Networks for Brain Computer Interfaces. - Mohammad Reza Nazari Kousarrizi; Abdolreza Asadi Ghanbari; Mohammad Teshnehlab; Mahdi Aliyari Shoorehdeli; Ali Gharaviri (IJCBS, 2009)

Feedback-Error-Learning For Stability of Double Inverted Pendulum. - Kiankhah Ehsan; Mohammad Teshnehlab; Mahdi Aliyari Shoorehdeli (SMC, 2009)

Fault Detection of the Tennessee Eastman Process Using Improved PCA and Neural Classifier. - Mostafa Noruzi Nashalji; Mahdi Aliyari Shoorehdeli; Mohammad Teshnehlab (WSC, 2009)

Identification using ANFIS with intelligent hybrid stable learning algorithm approaches and stability analysis of training methods. - Mahdi Aliyari Shoorehdeli; Mohammad Teshnehlab; Ali Khaki-Sedigh; Mojtaba Ahmadieh Khanesar (Appl. Soft Comput., 2009)

Training ANFIS as an identifier with intelligent hybrid stable learning algorithm based on particle swarm optimization and extended Kalman filter. - Mahdi Aliyari Shoorehdeli; Mohammad Teshnehlab; Ali Khaki-Sedigh (Fuzzy Sets Syst., 2009)

Identification using ANFIS with intelligent hybrid stable learning algorithm approaches. - Mahdi Aliyari Shoorehdeli; Mohammad Teshnehlab; Ali Khaki-Sedigh (Neural Comput. Appl., 2009)

Ischemia prediction using ANFIS. - Ali Emam; Hoda Tonekabonipour; Mohammad Teshnehlab; Mahdi Aliyari Shoorehdeli (SMC, 2010)

Multiresoloution wavelet analysis based ischemic beat detection using fuzzy reasoning. - Shiva Khoshnoud; Mohammad Teshnehlab; Mahdi Aliyari Shoorehdeli (SMC, 2010)

A new approach in drug delivery control in anesthesia. - H. Labbaf; Mahdi Aliyari Shoorehdeli; Mohammad Teshnehlab (SMC, 2010)

Multi-fault diagnosis of ball bearing using FFT, wavelet energy entropy mean and root mean square (RMS). - Omid Rahmani Seryasat; Mahdi Aliyari Shoorehdeli; Farhang Honarvar; Abolfazl Rahmani (SMC, 2010)

Multi-fault diagnosis of ball bearing based on features extracted from time-domain and multi-class support vector machine(MSVM). - Omid Rahmani Seryasat; Mahdi Aliyari Shoorehdeli; Farhang Honarvar; Abolfazl Rahmani (SMC, 2010)

Comparison of neuro-fuzzy approaches with artificial neural networks for the detection of Ischemia in ECG signals. - Hoda Tonekabonipour; Ali Emam; Mohammad Teshnehlab; Mahdi Aliyari Shoorehdeli (SMC, 2010)

Classification of Multi-Class Datasets Using 2D Membership Functions in TSK Fuzzy System. - Loghman Kaki; Mohammad Teshnehlab; Mahdi Aliyari Shoorehdeli (Int. J. Adv. Comp. Techn., 2010)

Sliding adaptive fuzzy control for a class of time-delayed chaotic systems. - Negin Farzbod; Mahdi Aliyari Shoorehdeli; Hassan Zarabadipour; Faezeh Farivar (FUZZ-IEEE, 2011)

Generalized projective synchroization of time-delayed chaotic systems via sliding adaptive fuzzy control. - Negin Farzbod; Mahdi Aliyari Shoorehdeli; Hassan Zarabadipour; Faezeh Farivar (FUZZ-IEEE, 2011)

Interval fuzzy modeling applied to model based fault detection of an active suspension system. - Tayebe Sadat Ghiasi; Hassan Zarabadipour; Mahdi Aliyari Shoorehdeli (FUZZ-IEEE, 2011)

Neuro-fuzzy control of Quanser flexible link. - N. Nikpay; Mahdi Aliyari Shoorehdeli; Mohammad Teshnehlab (HIS, 2011)

Fuzzy-LQR hybrid control of an electro hydraulic velocity servo system. - Fereshteh Poloei; Maryam Zekri; Mahdi Aliyari Shoorehdeli (HIS, 2011)

Design of a parallel distributed fuzzy LQR controller for double-pendulum-type overhead cranes. - Mahdieh Adeli; Seyedeh Hamideh Zarabadi; Hassan Zarabadipour; Mahdi Aliyari Shoorehdeli (ICCSCE, 2011)

Anti-swing control for a double-pendulum-type overhead crane via parallel distributed fuzzy LQR controller combined with genetic fuzzy rule set selection. - Mahdieh Adeli; Hassan Zarabadipour; Seyedeh Hamideh Zarabadi; Mahdi Aliyari Shoorehdeli (ICCSCE, 2011)

Ischemia prediction via ECG using MLP and RBF predictors with ANFIS classifiers. - Hoda Tonekabonipour; Ali Emam; Mohammad Teshnehlab; Mahdi Aliyari Shoorehdeli (ICNC, 2011)

Model-based Fault Detection and Isolation Using Neural Networks: An Industrial Gas Turbine Case Study. - Hasan Abbasi Nozari; Hamed Dehghan Banadaki; Mahdi Aliyari Shoorehdeli; Silvio Simani (ICSEng, 2011)

Generalized projective synchronization of uncertain chaotic systems with external disturbance. - Faezeh Farivar; Mahdi Aliyari Shoorehdeli; Mohammad Ali Nekoui; Mohammad Teshnehlab (Expert Syst. Appl., 2011)

Design of a Prediction Model for Cement Rotary Kiln Using Wavelet Projection Fuzzy Inference System. - Arash Sharifi; Mahdi Aliyari Shoorehdeli; Mohammad Teshnehlab (Cybern. Syst., 2012)

Model-based robust fault detection and isolation of an industrial gas turbine prototype using soft computing techniques. - Hasan Abbasi Nozari; Mahdi Aliyari Shoorehdeli; Silvio Simani; Hamed Dehghan Banadaki (Neurocomputing, 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. - Faezeh Farivar; Mahdi Aliyari Shoorehdeli; Mohammad Teshnehlab (J. Frankl. Inst., 2012)

Identification of cement rotary kiln using hierarchical wavelet fuzzy inference system. - Arash Sharifi; Mahdi Aliyari Shoorehdeli; Mohammad Teshnehlab (J. Frankl. Inst., 2012)

Breast Cancer Classification Based on Advanced Multi Dimensional Fuzzy Neural Network. - Somayeh Naghibi; Mohammad Teshnehlab; Mahdi Aliyari Shoorehdeli (J. Medical Syst., 2012)

Neural - Adaptive control for electro hydraulic servo system. - Zohreh Alzahra Sanai Dashti; Mahdi Aliyari Shoorehdeli; Milad Gholami; Mohammad Teshnehlab (ASCC, 2013)

Steganalysis algorithm based on Cellular Automata Transform and Neural Network. - Soodeh Bakhshandeh; Fateme Bakhshande; Mahdi Aliyari Shoorehdeli (ISCISC, 2013)

Type-2 Fuzzy Control for a Flexible- joint Robot Using Voltage Control Strategy. - Majid Moradi Zirkohi; Mohammad Mehdi Fateh; Mahdi Aliyari Shoorehdeli (Int. J. Autom. Comput., 2013)

Hierarchical wavelet packet fuzzy inference system for pattern classification and system identification. - Arash Sharifi; Mahdi Aliyari Shoorehdeli; Mohammad Teshnehlab (Int. J. Syst. Sci., 2013)

Specificity enhancement in classification of breast MRI lesion based on multi-classifier. - Farzaneh Keyvanfard; Mahdi Aliyari Shoorehdeli; Mohammad Teshnehlab; Ke Nie; Min-Ying Su (Neural Comput. Appl., 2013)

Synchronization of Underactuated Unknown Heavy Symmetric Chaotic Gyroscopes via Optimal Gaussian Radial Basis Adaptive Variable Structure Control. - Faezeh Farivar; Mahdi Aliyari Shoorehdeli; Mohammad Ali Nekoui; Mohammad Teshnehlab (IEEE Trans. Control. Syst. Technol., 2013)

Neural Networks for Normative Knowledge Source of Cultural Algorithm. - Vahid Seydi Ghomsheh; Mohammad Teshnehlab; Mahdi Aliyari Shoorehdeli; Mojtaba Ahmadieh Khanesar (Int. J. Comput. Intell. Syst., 2014)

Real-time dynamic HIL simulator of gas turbine, governor, generator and grid for static excitation of a 200-MVA synchronous generator. - Mohamad Esmaeil Iranian; Iman Yousefi; Mahdi Aliyari Shoorehdeli (Simul., 2014)

Implementation and Control of X-Y Pedestal Using Dual-Drive Technique and Feedback Error Learning for LEO Satellite Tracking. - Alireza Taheri; Mahdi Aliyari Shoorehdeli; Hamid Bahrami 003; Mohammad Hossein Fatehi (IEEE Trans. Control. Syst. Technol., 2014)

Designing a New Framework Using Type-2 FLS and Cooperative-Competitive Genetic Algorithms for Road Detection from IKONOS Satellite Imagery. - Maryam Nikfar; Mohammad Javad Valadan Zoej; Mehdi Mokhtarzade; Mahdi Aliyari Shoorehdeli (Remote. Sens., 2015)

Stability analysis of particle dynamics in gravitational search optimization algorithm. - Faezeh Farivar; Mahdi Aliyari Shoorehdeli (Inf. Sci., 2016)

Indirect adaptive hierarchical fuzzy sliding mode controller for a class of nonlinear systems. - Mohammad Mansouri; Mohammad Teshnehlab; Mahdi Aliyari Shoorehdeli (J. Intell. Fuzzy Syst., 2016)

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

Optimal distributed interconnectivity of multi-robot systems by spatially-constrained clustering. - Matin Macktoobian; Mahdi Aliyari Shoorehdeli (Adapt. Behav., 2017)

Adaptive recurrent neural network with Lyapunov stability learning rules for robot dynamic terms identification. - Pedram Agand; Mahdi Aliyari Shoorehdeli; Ali Khaki-Sedigh (Eng. Appl. Artif. Intell., 2017)

Comments on "A Novel Fault Diagnostics and Prediction Scheme Using a Nonlinear Observer With Artificial Immune System as an Online Approximator". - Leila Mahmoodi; Mahdi Aliyari Shoorehdeli (IEEE Trans. Control. Syst. Technol., 2017)

Generalization of parity space to fault detection based on Takagi-Sugeno fuzzy models for non-linear dynamic systems. - Majid Ghaniee Zarch; Mahdi Aliyari Shoorehdeli (Expert Syst. J. Knowl. Eng., 2018)

Fault detection and isolation using viability theory and interval observers. - Majid Ghaniee Zarch; Vicenç Puig; Javad Poshtan; Mahdi Aliyari Shoorehdeli (Int. J. Syst. Sci., 2018)

Adaptive Model Learning of Neural Networks with UUB Stability for Robot Dynamic Estimation. - Pedram Agand; Mahdi Aliyari Shoorehdeli (IJCNN, 2019)

Improvement of the Izhikevich model based on the rat basolateral amygdala and hippocampus neurons, and recognition of their possible firing patterns. - Sahar Hojjatinia; Mahdi Aliyari Shoorehdeli; Zahra Fatahi; Zeinab Hojjatinia; Abbas Haghparast (CoRR, 2019)

Application of constrained learning in making deep networks more transparent, regularized, and biologically plausible. - Hosseinali Ghiassirad; Mahdi Aliyari Shoorehdeli; Faezeh Farivar (Eng. Appl. Artif. Intell., 2019)

Stability analysis in identification of interval type-2 adaptive neuro-fuzzy inference system: Contribution to a novel Lyapunov function. - Mohammad Mahdi Zabihi Shesh Poli; Mahdi Aliyari Shoorehdeli; Ali Moarefianpour (Expert Syst. J. Knowl. Eng., 2019)

On The Application of Domain Adversarial Neural Network to Fault Detection and Isolation in Power Plants. - Hossein Shahabadi Farahani; Alireza Fatehi; Mahdi Aliyari Shoorehdeli (ICMLA, 2020)

Unsupervised automatic online spike sorting using reward-based online clustering. - Masoud Moghaddasi; Mahdi Aliyari Shoorehdeli; Zahra Fatahi; Abbas Haghparast (Biomed. Signal Process. Control., 2020)

Image-based visual servoing improvement through utilization of adaptive control gain and pseudo-inverse of the weighted mean of the Jacobians. - A. Taherian; Amir Hooshang Mazinan; Mahdi Aliyari Shoorehdeli (Comput. Electr. Eng., 2020)

Between-Domain Instance Transition Via the Process of Gibbs Sampling in RBM. - Hossein Shahabadi Farahani; Alireza Fatehi; Mahdi Aliyari Shoorehdeli (CoRR, 2020)

A Novel Method For Designing Transferable Soft Sensors And Its Application. - Hossein Shahabadi Farahani; Alireza Fatehi; Mahdi Aliyari Shoorehdeli; Alireza Nadali (CoRR, 2020)

Detection of Anomalies and Faults in Industrial IoT Systems by Data Mining: Study of CHRIST Osmotron Water Purification System. - Mohammad Sadegh Sadeghi Garmaroodi; Faezeh Farivar; Mohammad Sayad Haghighi; Mahdi Aliyari Shoorehdeli; Alireza Jolfaei (CoRR, 2020)

Domain Adversarial Neural Network Regression to design transferable soft sensor in a power plant. - Hossein Shahabadi Farahani; Alireza Fatehi; Alireza Nadali; Mahdi Aliyari Shoorehdeli (Comput. Ind., 2021)

Stability analysis of the particle dynamics in bat algorithm: standard and modified versions. - Mahsa Fozuni Shirjini; Amin Nikanjam; Mahdi Aliyari Shoorehdeli (Eng. Comput., 2021)

Fault estimation based on ensemble unscented Kalman filter for a class of nonlinear systems with multiplicative fault. - Ali Asghar Sheydaeian Arani; Mahdi Aliyari Shoorehdeli; Ali Moarefianpour; Mohammad Teshnehlab (Int. J. Syst. Sci., 2021)

Detection of Anomalies in Industrial IoT Systems by Data Mining: Study of CHRIST Osmotron Water Purification System. - Mohammad Sadegh Sadeghi Garmaroodi; Faezeh Farivar; Mohammad Sayad Haghighi; Mahdi Aliyari Shoorehdeli; Alireza Jolfaei (IEEE Internet Things J., 2021)

System Identification of Conveyor Belt Microwave Drying Process of Polymer Foams Using Electrical Capacitance Tomography. - Marzieh Hosseini; Anna Kaasinen; Mahdi Aliyari Shoorehdeli; Guido Link; Timo Lähivaara; Marko Vauhkonen (Sensors, 2021)

A Functional Unknown Input Observer for Linear Singular Fornasini-Marchesini First Model Systems: With Application to Fault Diagnosis. - Hamid Alikhani; Mahdi Aliyari Shoorehdeli; Nader Meskin (IEEE Syst. J., 2021)

Network Intrusion Detection with Limited Labeled Data. - S. Lotfi; M. Modirrousta; Shahrzad Shashaani; S. Amini; M. Aliyari Shoorehdeli (CoRR, 2022)

DQLAP: Deep Q-Learning Recommender Algorithm with Update Policy for a Real Steam Turbine System. - M. H. Modirrousta; Mahdi Aliyari Shoorehdeli; Mostafa Yari; Arash Ghahremani (CoRR, 2022)

Analysis of Anomalous Behavior in Network Systems Using Deep Reinforcement Learning with CNN Architecture. - Mohammad Hossein Modirrousta; Parisa Forghani; Mahdi Aliyari Shoorehdeli (CoRR, 2022)

State and Fault Estimation for T-S Fuzzy Nonlinear Systems Using an Ensemble UKF. - Ali Asghar Sheydaeian Arani; Mahdi Aliyari Shoorehdeli; Ali Moarefianpour; Mohammad Teshnehlab (Circuits Syst. Signal Process., 2022)

Improved teaching-learning based optimization algorithm using Lyapunov stability analysis. - Faezeh Farivar; Mahdi Aliyari Shoorehdeli; Mohammad Manthouri (J. Ambient Intell. Humaniz. Comput., 2022)

Control and synchronization of chaotic spur gear system using adaptive non-singular fast terminal sliding mode controller. - Mohammad Ali Labbaf Khaniki; Mohammad Salehi Kho; Mahdi Aliyari Shoorehdeli (Trans. Inst. Meas. Control, 2022)

Imbalanced Classification In Faulty Turbine Data: New Proximal Policy Optimization. - Mohammad Hossein Modirrousta; Mahdi Aliyari Shoorehdeli; Mostafa Yari; Arash Ghahremani (CoRR, 2023)

Adaptive output feedback tracking control for bilinear systems. - Amir Reza Zare; Mahdi Aliyari Shoorehdeli; Mehdi Tavan; Kamran Sabahi (CoRR, 2023)

Contrastive Multi-Modal Representation Learning for Spark Plug Fault Diagnosis. - Ardavan Modarres; Vahid Mohammad-Zadeh Eivaghi; Mahdi Aliyari Shoorehdeli; Ashkan Moosavian (CoRR, 2023)

Online Learning Approach Based on Recursive Formulation for Twin Support Vector Machine and Sparse Pinball Twin Support Vector Machine. - Abolfazl Hasanzadeh Shadiani; Mahdi Aliyari Shoorehdeli (Neural Process. Lett., 2023)

Building robust neural networks under adversarial machine learning attacks by using biologically-inspired neurons. - Hosseinali Ghiassirad; Faezeh Farivar; Mahdi Aliyari Shoorehdeli; Mohammad Sayad Haghighi (Inf. Sci., 2023)

Analysis of anomalous behaviour in network systems using deep reinforcement learning with convolutional neural network architecture. - Mohammad Hossein Modirrousta; Parisa Forghani Arani; Reza Kazemi; Mahdi Aliyari Shoorehdeli (CAAI Trans. Intell. Technol., 2024)

A Global Data-Driven Model for The Hippocampus and Nucleus Accumbens of Rat From The Local Field Potential Recordings (LFP). - Maedeh Sadeghi; Mahdi Aliyari Shoorehdeli; Shoele Jamali; Abbas Haghparast (CoRR, 2024)

Dynamic importance learning using fisher information gain for nonlinear system identification. - Vahid Mohammad-Zadeh Eivaghi; Mahdi Aliyari Shoorehdeli (CoRR, 2024)

Learning a Factorized Orthogonal Latent Space using Encoder-only Architecture for Fault Detection; An Alarm management perspective. - Vahid Mohammad-Zadeh Eivaghi; Mahdi Aliyari Shoorehdeli (CoRR, 2024)

Output Feedback Tracking Control for a Class of Bilinear Systems: Application to Power Electronics Devices. - Amir Reza Zare; Mahdi Aliyari Shoorehdeli; Mehdi Tavan; Kamran Sabahi (IEEE Control. Syst. Lett., 2024)

Exploiting the capacity of deep networks only at the training stage for nonlinear black-box system identification. - Vahid Mohammad-Zadeh Eivaghi; Mahdi Aliyari Shoorehdeli (Inf. Sci., 2025)

Entangled appearance and motion structures network for multi-object tracking and segmentation. - Ehsan Aryanfar; Mahdi Aliyari Shoorehdeli; Vahid Seydi (Mach. Vis. Appl., 2025)