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ORCIDMahdi Aliyari Shoorehdeli
M. Aliyari Shoorehdeli
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2020 – today
- 2025
[j43]Vahid Mohammad-Zadeh Eivaghi, Mahdi Aliyari Shoorehdeli:
Exploiting the capacity of deep networks only at the training stage for nonlinear black-box system identification. Inf. Sci. 686: 121351 (2025)- 2024
- [j42]Amir Reza Zare, Mahdi Aliyari Shoorehdeli
, Mehdi Tavan, Kamran Sabahi:
Output Feedback Tracking Control for a Class of Bilinear Systems: Application to Power Electronics Devices. IEEE Control. Syst. Lett. 8: 1883-1888 (2024) - [i15]Maedeh Sadeghi, Mahdi Aliyari Shoorehdeli, Shoele Jamali, Abbas Haghparast:
A Global Data-Driven Model for The Hippocampus and Nucleus Accumbens of Rat From The Local Field Potential Recordings (LFP). CoRR abs/2405.06732 (2024) - [i14]Vahid Mohammad-Zadeh Eivaghi, Mahdi Aliyari Shoorehdeli:
Dynamic importance learning using fisher information gain for nonlinear system identification. CoRR abs/2406.05395 (2024) - [i13]Vahid Mohammad-Zadeh Eivaghi, Mahdi Aliyari Shoorehdeli:
Learning a Factorized Orthogonal Latent Space using Encoder-only Architecture for Fault Detection; An Alarm management perspective. CoRR abs/2408.13526 (2024) - 2023
- [j41]Hosseinali Ghiassirad, Faezeh Farivar, Mahdi Aliyari Shoorehdeli, Mohammad Sayad Haghighi:
Building robust neural networks under adversarial machine learning attacks by using biologically-inspired neurons. Inf. Sci. 645: 119190 (2023) - [j40]Abolfazl Hasanzadeh Shadiani, Mahdi Aliyari Shoorehdeli:
Online Learning Approach Based on Recursive Formulation for Twin Support Vector Machine and Sparse Pinball Twin Support Vector Machine. Neural Process. Lett. 55(4): 5143-5165 (2023) - [i12]Mohammad Hossein Modirrousta, Mahdi Aliyari Shoorehdeli, Mostafa Yari, Arash Ghahremani:
Imbalanced Classification In Faulty Turbine Data: New Proximal Policy Optimization. CoRR abs/2301.04049 (2023) - [i11]Amir Reza Zare, Mahdi Aliyari Shoorehdeli, Mehdi Tavan, Kamran Sabahi:
Adaptive output feedback tracking control for bilinear systems. CoRR abs/2309.01002 (2023) - [i10]Ardavan Modarres, Vahid Mohammad-Zadeh Eivaghi, Mahdi Aliyari Shoorehdeli, Ashkan Moosavian:
Contrastive Multi-Modal Representation Learning for Spark Plug Fault Diagnosis. CoRR abs/2311.02282 (2023) - [i9]Vahid Mohammad-Zadeh Eivaghi, Mahdi Aliyari Shoorehdeli:
Exploiting the capacity of deep networks only at training stage for nonlinear black-box system identification. CoRR abs/2312.15969 (2023) - 2022
- [j39]Ali Asghar Sheydaeian Arani, Mahdi Aliyari Shoorehdeli, Ali Moarefianpour, Mohammad Teshnehlab:
State and Fault Estimation for T-S Fuzzy Nonlinear Systems Using an Ensemble UKF. Circuits Syst. Signal Process. 41(5): 2566-2594 (2022) - [j38]Faezeh Farivar, Mahdi Aliyari Shoorehdeli, Mohammad Manthouri:
Improved teaching-learning based optimization algorithm using Lyapunov stability analysis. J. Ambient Intell. Humaniz. Comput. 13(7): 3609-3618 (2022) - [j37]Mohammad Ali Labbaf Khaniki, Mohammad Salehi Kho, Mahdi Aliyari Shoorehdeli:
Control and synchronization of chaotic spur gear system using adaptive non-singular fast terminal sliding mode controller. Trans. Inst. Meas. Control 44(14): 2795-2808 (2022) - [i8]S. Lotfi, M. Modirrousta, S. Shashaani, S. Amini, M. Aliyari Shoorehdeli:
Network Intrusion Detection with Limited Labeled Data. CoRR abs/2209.03147 (2022) - [i7]M. H. Modirrousta, Mahdi Aliyari Shoorehdeli, Mostafa Yari, Arash Ghahremani:
DQLAP: Deep Q-Learning Recommender Algorithm with Update Policy for a Real Steam Turbine System. CoRR abs/2210.06399 (2022) - [i6]Pedram Agand, Mahdi Aliyari Shoorehdeli:
Adaptive Model Learning of Neural Networks with UUB Stability for Robot Dynamic Estimation. CoRR abs/2210.15055 (2022) - [i5]Mohammad Hossein Modirrousta, Parisa Forghani, Mahdi Aliyari Shoorehdeli:
Analysis of Anomalous Behavior in Network Systems Using Deep Reinforcement Learning with CNN Architecture. CoRR abs/2211.16304 (2022) - 2021
- [j36]Hossein Shahabadi Farahani, Alireza Fatehi, Alireza Nadali, Mahdi Aliyari Shoorehdeli:
Domain Adversarial Neural Network Regression to design transferable soft sensor in a power plant. Comput. Ind. 132: 103489 (2021) - [j35]Mahsa Fozuni Shirjini, Amin Nikanjam, Mahdi Aliyari Shoorehdeli:
Stability analysis of the particle dynamics in bat algorithm: standard and modified versions. Eng. Comput. 37(4): 2865-2876 (2021) - [j34]Ali Asghar Sheydaeian Arani, Mahdi Aliyari Shoorehdeli, Ali Moarefianpour, Mohammad Teshnehlab:
Fault estimation based on ensemble unscented Kalman filter for a class of nonlinear systems with multiplicative fault. Int. J. Syst. Sci. 52(10): 2082-2099 (2021) - [j33]Mohammad Sadegh Sadeghi Garmaroodi, Faezeh Farivar, Mohammad Sayad Haghighi, Mahdi Aliyari Shoorehdeli, Alireza Jolfaei:
Detection of Anomalies in Industrial IoT Systems by Data Mining: Study of CHRIST Osmotron Water Purification System. IEEE Internet Things J. 8(13): 10280-10287 (2021) - [j32]Marzieh Hosseini, Anna Kaasinen, Mahdi Aliyari Shoorehdeli, Guido Link, Timo Lähivaara, Marko Vauhkonen:
System Identification of Conveyor Belt Microwave Drying Process of Polymer Foams Using Electrical Capacitance Tomography. Sensors 21(21): 7170 (2021) - [j31]Hamid Alikhani, Mahdi Aliyari Shoorehdeli, Nader Meskin:
A Functional Unknown Input Observer for Linear Singular Fornasini-Marchesini First Model Systems: With Application to Fault Diagnosis. IEEE Syst. J. 15(3): 4093-4104 (2021) - 2020
- [j30]Masoud Moghaddasi, Mahdi Aliyari Shoorehdeli, Zahra Fatahi, Abbas Haghparast:
Unsupervised automatic online spike sorting using reward-based online clustering. Biomed. Signal Process. Control. 56 (2020) - [j29]A. Taherian, Amir Hooshang Mazinan, Mahdi Aliyari Shoorehdeli:
Image-based visual servoing improvement through utilization of adaptive control gain and pseudo-inverse of the weighted mean of the Jacobians. Comput. Electr. Eng. 83: 106580 (2020) - [c31]Hossein Shahabadi Farahani, Alireza Fatehi, Mahdi Aliyari Shoorehdeli:
On The Application of Domain Adversarial Neural Network to Fault Detection and Isolation in Power Plants. ICMLA 2020: 1132-1138 - [i4]Hossein Shahabadi Farahani, Alireza Fatehi, Mahdi Aliyari Shoorehdeli:
Between-Domain Instance Transition Via the Process of Gibbs Sampling in RBM. CoRR abs/2006.14538 (2020) - [i3]Hossein Shahabadi Farahani, Alireza Fatehi, Mahdi Aliyari Shoorehdeli, Alireza Nadali:
A Novel Method For Designing Transferable Soft Sensors And Its Application. CoRR abs/2008.02186 (2020) - [i2]Mohammad Sadegh Sadeghi Garmaroodi, Faezeh Farivar, Mohammad Sayad Haghighi, Mahdi Aliyari Shoorehdeli, Alireza Jolfaei:
Detection of Anomalies and Faults in Industrial IoT Systems by Data Mining: Study of CHRIST Osmotron Water Purification System. CoRR abs/2009.03645 (2020)
2010 – 2019
- 2019
- [j28]Hosseinali Ghiassirad, Mahdi Aliyari Shoorehdeli, Faezeh Farivar:
Application of constrained learning in making deep networks more transparent, regularized, and biologically plausible. Eng. Appl. Artif. Intell. 85: 421-428 (2019) - [j27]Mohammad Mahdi Zabihi Shesh Poli, Mahdi Aliyari Shoorehdeli, Ali Moarefianpour:
Stability analysis in identification of interval type-2 adaptive neuro-fuzzy inference system: Contribution to a novel Lyapunov function. Expert Syst. J. Knowl. Eng. 36(6) (2019) - [c30]Pedram Agand, Mahdi Aliyari Shoorehdeli:
Adaptive Model Learning of Neural Networks with UUB Stability for Robot Dynamic Estimation. IJCNN 2019: 1-6 - [i1]Sahar Hojjatinia, Mahdi Aliyari Shoorehdeli, Zahra Fatahi, Zeinab Hojjatinia, Abbas Haghparast:
Improvement of the Izhikevich model based on the rat basolateral amygdala and hippocampus neurons, and recognition of their possible firing patterns. CoRR abs/1910.11380 (2019) - 2018
- [j26]Majid Ghaniee Zarch, Mahdi Aliyari Shoorehdeli:
Generalization of parity space to fault detection based on Takagi-Sugeno fuzzy models for non-linear dynamic systems. Expert Syst. J. Knowl. Eng. 35(1) (2018) - [j25]Majid Ghaniee Zarch, Vicenç Puig, Javad Poshtan, Mahdi Aliyari Shoorehdeli:
Fault detection and isolation using viability theory and interval observers. Int. J. Syst. Sci. 49(7): 1445-1462 (2018) - 2017
- [j24]Matin Macktoobian, Mahdi Aliyari Shoorehdeli:
Optimal distributed interconnectivity of multi-robot systems by spatially-constrained clustering. Adapt. Behav. 25(2): 96-113 (2017) - [j23]Pedram Agand, Mahdi Aliyari Shoorehdeli, Ali Khaki-Sedigh:
Adaptive recurrent neural network with Lyapunov stability learning rules for robot dynamic terms identification. Eng. Appl. Artif. Intell. 65: 1-11 (2017) - [j22]Leila Mahmoodi, Mahdi Aliyari Shoorehdeli:
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. 25(6): 2243-2246 (2017) - 2016
- [j21]Faezeh Farivar, Mahdi Aliyari Shoorehdeli:
Stability analysis of particle dynamics in gravitational search optimization algorithm. Inf. Sci. 337-338: 25-43 (2016) - [j20]Mohammad Mansouri, Mohammad Teshnehlab, Mahdi Aliyari Shoorehdeli:
Indirect adaptive hierarchical fuzzy sliding mode controller for a class of nonlinear systems. J. Intell. Fuzzy Syst. 30(3): 1377-1391 (2016) - [j19]Matin Macktoobian, Mahdi Aliyari Shoorehdeli:
Time-variant artificial potential field (TAPF): a breakthrough in power-optimized motion planning of autonomous space mobile robots. Robotica 34(5): 1128-1150 (2016) - 2015
- [j18]Maryam Nikfar, Mohammad Javad Valadan Zoej, Mehdi Mokhtarzade, Mahdi Aliyari Shoorehdeli:
Designing a New Framework Using Type-2 FLS and Cooperative-Competitive Genetic Algorithms for Road Detection from IKONOS Satellite Imagery. Remote. Sens. 7(7): 8271-8299 (2015) - 2014
- [j17]Vahid Seydi Ghomsheh, Mohammad Teshnehlab, Mahdi Aliyari Shoorehdeli, Mojtaba Ahmadieh Khanesar:
Neural Networks for Normative Knowledge Source of Cultural Algorithm. Int. J. Comput. Intell. Syst. 7(5): 979-992 (2014) - [j16]Mohamad Esmaeil Iranian, Iman Yousefi, Mahdi Aliyari Shoorehdeli:
Real-time dynamic HIL simulator of gas turbine, governor, generator and grid for static excitation of a 200-MVA synchronous generator. Simul. 90(10): 1129-1145 (2014) - [j15]Alireza Taheri, Mahdi Aliyari Shoorehdeli, Hamid Bahrami, Mohammad Hossein Fatehi:
Implementation and Control of X-Y Pedestal Using Dual-Drive Technique and Feedback Error Learning for LEO Satellite Tracking. IEEE Trans. Control. Syst. Technol. 22(4): 1646-1657 (2014) - 2013
- [j14]Majid Moradi Zirkohi, Mohammad Mehdi Fateh, Mahdi Aliyari Shoorehdeli:
Type-2 Fuzzy Control for a Flexible- joint Robot Using Voltage Control Strategy. Int. J. Autom. Comput. 10(3): 242-255 (2013) - [j13]Arash Sharifi, Mahdi Aliyari Shoorehdeli, Mohammad Teshnehlab:
Hierarchical wavelet packet fuzzy inference system for pattern classification and system identification. Int. J. Syst. Sci. 44(1): 109-126 (2013) - [j12]Farzaneh Keyvanfard, Mahdi Aliyari Shoorehdeli, Mohammad Teshnehlab, Ke Nie, Min-Ying Su:
Specificity enhancement in classification of breast MRI lesion based on multi-classifier. Neural Comput. Appl. 22(Supplement-1): 35-45 (2013) - [j11]Faezeh Farivar, Mahdi Aliyari Shoorehdeli, Mohammad Ali Nekoui, Mohammad Teshnehlab:
Synchronization of Underactuated Unknown Heavy Symmetric Chaotic Gyroscopes via Optimal Gaussian Radial Basis Adaptive Variable Structure Control. IEEE Trans. Control. Syst. Technol. 21(6): 2374-2379 (2013) - [c29]Zohreh Alzahra Sanai Dashti, Mahdi Aliyari Shoorehdeli, Milad Gholami, Mohammad Teshnehlab:
Neural - Adaptive control for electro hydraulic servo system. ASCC 2013: 1-6 - 2012
- [j10]Arash Sharifi, Mahdi Aliyari Shoorehdeli, Mohammad Teshnehlab:
Design of a Prediction Model for Cement Rotary Kiln Using Wavelet Projection Fuzzy Inference System. Cybern. Syst. 43(5): 369-397 (2012) - [j9]Hasan Abbasi Nozari, Mahdi Aliyari Shoorehdeli, Silvio Simani, Hamed Dehghan Banadaki:
Model-based robust fault detection and isolation of an industrial gas turbine prototype using soft computing techniques. Neurocomputing 91: 29-47 (2012) - [j8]Arash Sharifi, Mahdi Aliyari Shoorehdeli, Mohammad Teshnehlab:
Identification of cement rotary kiln using hierarchical wavelet fuzzy inference system. J. Frankl. Inst. 349(1): 162-183 (2012) - [j7]Faezeh Farivar, Mahdi Aliyari Shoorehdeli, Mohammad Teshnehlab:
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. 349(7): 2243-2267 (2012) - [j6]Somayeh Naghibi, Mohammad Teshnehlab, Mahdi Aliyari Shoorehdeli:
Breast Cancer Classification Based on Advanced Multi Dimensional Fuzzy Neural Network. J. Medical Syst. 36(5): 2713-2720 (2012) - 2011
- [j5]Faezeh Farivar, Mahdi Aliyari Shoorehdeli, Mohammad Ali Nekoui, Mohammad Teshnehlab:
Generalized projective synchronization of uncertain chaotic systems with external disturbance. Expert Syst. Appl. 38(5): 4714-4726 (2011) - [c28]Negin Farzbod, Mahdi Aliyari Shoorehdeli, Hassan Zarabadipour, Faezeh Farivar:
Sliding adaptive fuzzy control for a class of time-delayed chaotic systems. FUZZ-IEEE 2011: 1882-1889 - [c27]Tayebe Sadat Ghiasi, Hassan Zarabadipour, Mahdi Aliyari Shoorehdeli:
Interval fuzzy modeling applied to model based fault detection of an active suspension system. FUZZ-IEEE 2011: 1896-1901 - [c26]Negin Farzbod, Mahdi Aliyari Shoorehdeli, Hassan Zarabadipour, Faezeh Farivar:
Generalized projective synchroization of time-delayed chaotic systems via sliding adaptive fuzzy control. FUZZ-IEEE 2011: 1999-2006 - [c25]Fereshteh Poloei, Maryam Zekri, Mahdi Aliyari Shoorehdeli:
Fuzzy-LQR hybrid control of an electro hydraulic velocity servo system. HIS 2011: 5-9 - [c24]N. Nikpay, Mahdi Aliyari Shoorehdeli, Mohammad Teshnehlab:
Neuro-fuzzy control of Quanser flexible link. HIS 2011: 436-441 - [c23]Mahdieh Adeli, Seyedeh Hamideh Zarabadi, Hassan Zarabadipour, Mahdi Aliyari Shoorehdeli:
Design of a parallel distributed fuzzy LQR controller for double-pendulum-type overhead cranes. ICCSCE 2011: 62-67 - [c22]Mahdieh Adeli, Hassan Zarabadipour, Seyedeh Hamideh Zarabadi, Mahdi Aliyari Shoorehdeli:
Anti-swing control for a double-pendulum-type overhead crane via parallel distributed fuzzy LQR controller combined with genetic fuzzy rule set selection. ICCSCE 2011: 306-311 - [c21]Hoda Tonekabonipour, Ali Emam, Mohammad Teshnehlab, Mahdi Aliyari Shoorehdeli:
Ischemia prediction via ECG using MLP and RBF predictors with ANFIS classifiers. ICNC 2011: 776-780 - [c20]Hasan Abbasi Nozari, Hamed Dehghan Banadaki, Mahdi Aliyari Shoorehdeli, Silvio Simani:
Model-based Fault Detection and Isolation Using Neural Networks: An Industrial Gas Turbine Case Study. ICSEng 2011: 26-31 - 2010
- [j4]Loghman Kaki, Mohammad Teshnehlab, Mahdi Aliyari Shoorehdeli:
Classification of Multi-Class Datasets Using 2D Membership Functions in TSK Fuzzy System. Int. J. Adv. Comp. Techn. 2(1): 33-40 (2010) - [c19]H. Labbaf, Mahdi Aliyari Shoorehdeli, Mohammad Teshnehlab:
A new approach in drug delivery control in anesthesia. SMC 2010: 2064-2068 - [c18]Shiva Khoshnoud, Mohammad Teshnehlab, Mahdi Aliyari Shoorehdeli:
Multiresoloution wavelet analysis based ischemic beat detection using fuzzy reasoning. SMC 2010: 2182-2185 - [c17]Ali Emam, Hoda Tonekabonipour, Mohammad Teshnehlab, Mahdi Aliyari Shoorehdeli:
Ischemia prediction using ANFIS. SMC 2010: 4041-4044 - [c16]Hoda Tonekabonipour, Ali Emam, Mohammad Teshnehlab, Mahdi Aliyari Shoorehdeli:
Comparison of neuro-fuzzy approaches with artificial neural networks for the detection of Ischemia in ECG signals. SMC 2010: 4045-4048 - [c15]Omid Rahmani Seryasat, Mahdi Aliyari Shoorehdeli, Farhang Honarvar, Abolfazl Rahmani:
Multi-fault diagnosis of ball bearing using FFT, wavelet energy entropy mean and root mean square (RMS). SMC 2010: 4295-4299 - [c14]Omid Rahmani Seryasat, Mahdi Aliyari Shoorehdeli, Farhang Honarvar, Abolfazl Rahmani:
Multi-fault diagnosis of ball bearing based on features extracted from time-domain and multi-class support vector machine(MSVM). SMC 2010: 4300-4303
2000 – 2009
- 2009
- [j3]Mahdi Aliyari Shoorehdeli, Mohammad Teshnehlab, Ali Khaki-Sedigh, Mojtaba Ahmadieh Khanesar:
Identification using ANFIS with intelligent hybrid stable learning algorithm approaches and stability analysis of training methods. Appl. Soft Comput. 9(2): 833-850 (2009) - [j2]Mahdi Aliyari Shoorehdeli, Mohammad Teshnehlab, Ali Khaki-Sedigh:
Training ANFIS as an identifier with intelligent hybrid stable learning algorithm based on particle swarm optimization and extended Kalman filter. Fuzzy Sets Syst. 160(7): 922-948 (2009) - [j1]Mahdi Aliyari Shoorehdeli, Mohammad Teshnehlab, Ali Khaki-Sedigh:
Identification using ANFIS with intelligent hybrid stable learning algorithm approaches. Neural Comput. Appl. 18(2): 157-174 (2009) - [c13]Veser Namazikhah, Mahdi Aliyari Shoorehdeli, Mohammad Teshnehlab:
New control strategy of feedback error learning based on lead compensator for flexible link manipulator. ECC 2009: 3329-3334 - [c12]Veeda Aghaei Hesari, Mahdi Aliyari Shoorehdeli, Mohammad Teshnehlab:
Velocity control of EHSS by using Mamdani and ANFIS controllers. ECC 2009: 3904-3909 - [c11]Mohammad Reza Nazari Kousarrizi, Abdolreza Asadi Ghanbari, Mohammad Teshnehlab, Mahdi Aliyari Shoorehdeli, Ali Gharaviri:
Feature Extraction and Classification of EEG Signals Using Wavelet Transform, SVM and Artificial Neural Networks for Brain Computer Interfaces. IJCBS 2009: 352-355 - [c10]Kiankhah Ehsan, Mohammad Teshnehlab, Mahdi Aliyari Shoorehdeli:
Feedback-Error-Learning For Stability of Double Inverted Pendulum. SMC 2009: 4496-4501 - [c9]Mostafa Noruzi Nashalji, Mahdi Aliyari Shoorehdeli, Mohammad Teshnehlab:
Fault Detection of the Tennessee Eastman Process Using Improved PCA and Neural Classifier. WSC 2009: 41-50 - 2008
- [c8]Samaneh Yazdani, Mahdi Aliyari Shoorehdeli, Mohammad Teshnehlab:
Identification of Fuzzy Models Using Cartesian Genetic Programming. CIS (2) 2008: 76-81 - [c7]Mohammad Teshnehlab, Mahdi Aliyari Shoorehdeli, Ali Khaki-Sedigh:
Novel Hybrid Learning Algorithms for Tuning ANFIS Parameters as an Identifier Using Fuzzy PSO. ICNSC 2008: 111-116 - [c6]Mortaza Aliasghary, Abolfazl Jalilvand, Mohammad Teshnehlab, Mahdi Aliyari Shoorehdeli:
Sliding Mode Control of Magnetic Levitation System Using Radial Basis Function Neural Networks. RAM 2008: 467-470 - [c5]Mohammad Mansouri, Mahdi Aliyari Shoorehdeli, Mohammad Teshnehlab:
Path planning of mobile robot using integer GA with considering terrain conditions. SMC 2008: 208-213 - 2007
- [c4]Mahsa Rahmanian, Mahdi Aliyari Shoorehdeli, Mohammad Teshnehlab:
The Off-Line and On-Line Fuzzy Backstepping Controllers for Rotary Inverted Pendulum System. CIS 2007: 565-569 - [c3]Mahdi Aliyari Shoorehdeli, Mohammad Teshnehlab, Ali Khaki-Sedigh:
Novel Hybrid Learning Algorithms for Tuning ANFIS Parameters Using Adaptive Weighted PSO. FUZZ-IEEE 2007: 1-6 - [c2]Mahdi Aliyari Shoorehdeli, Mohammad Teshnehlab:
Velocity control of an electro hydraulic servosystem. SMC 2007: 1536-1539 - 2006
- [c1]Mahdi Aliyari Shoorehdeli, Mohammad Teshnehlab, Ali Khaki-Sedigh:
A novel training algorithm in ANFIS structure. ACC 2006: 1-6
Coauthor Index
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