Amin Yousefpour

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 16

Top Topics

Sliding Mode Control

Gaussian Processes

Nonlinear Manifold Learning

Top Venues

Appl. Soft Comput.

Eur. J. Control

Publications

Carlos Mora, Amin Yousefpour, Shirin Hosseinmardi, Ramin Bostanabad
Neural Networks with Kernel-Weighted Corrective Residuals for Solving Partial Differential Equations. CoRR (2024)
Jiajia Li, Samaneh Soradi-Zeid, Amin Yousefpour, Daohua Pan
Improved differential evolution algorithm based convolutional neural network for emotional analysis of music data. Appl. Soft Comput. 153 (2024)
Amin Yousefpour, Zahra Zanjani Foumani, Mehdi Shishehbor, Carlos Mora, Ramin Bostanabad
GP+: A Python library for kernel-based learning via Gaussian processes. Adv. Eng. Softw. 195 (2024)
Qiuying Lv, Nannan Yang, Adam Slowik, Jianhui Lv, Amin Yousefpour
Market behavior-oriented deep learning-based secure data analysis in smart cities. Comput. Electr. Eng. 108 (2023)
Amin Yousefpour, Mehdi Shishehbor, Zahra Zanjani Foumani, Ramin Bostanabad
Unsupervised Anomaly Detection via Nonlinear Manifold Learning. CoRR (2023)
Zahra Zanjani Foumani, Amin Yousefpour, Mehdi Shishehbor, Ramin Bostanabad
On the Effects of Heterogeneous Errors on Multi-fidelity Bayesian Optimization. CoRR (2023)
Amin Yousefpour, Zahra Zanjani Foumani, Mehdi Shishehbor, Carlos Mora, Ramin Bostanabad
GP+: A Python Library for Kernel-based learning via Gaussian Processes. CoRR (2023)
Stelios D. Bekiros, Samaneh Soradi-Zeid, Jun Mou, Amin Yousefpour, Ernesto Zambrano-Serrano, Hadi Jahanshahi
Laguerre Wavelet Approach for a Two-Dimensional Time-Space Fractional Schrödinger Equation. Entropy 24 (8) (2022)
Bo Wang, Mohamed Derbeli, Oscar Barambones, Amin Yousefpour, Hadi Jahanshahi, Stelios D. Bekiros, Ayman A. Aly, Mosleh M. Al-Harthi
Experimental validation of disturbance observer-based adaptive terminal sliding mode control subject to control input limitations for SISO and MIMO systems. Eur. J. Control 63 (2022)
Zhouchao Wei, Amin Yousefpour, Hadi Jahanshahi, Ugur Erkin Kocamaz, Irene M. Moroz
Hopf bifurcation and synchronization of a five-dimensional self-exciting homopolar disc dynamo using a new fuzzy disturbance-observer-based terminal sliding mode control. J. Frankl. Inst. 358 (1) (2021)
Hadi Jahanshahi, Amin Yousefpour, Jesús M. Muñoz-Pacheco, Sezgin Kaçar, Viet-Thanh Pham, Fawaz E. Alsaadi
A new fractional-order hyperchaotic memristor oscillator: Dynamic analysis, robust adaptive synchronization, and its application to voice encryption. Appl. Math. Comput. 383 (2020)
Shaojie Wang, Amin Yousefpour, Abdullahi Yusuf, Hadi Jahanshahi, Raúl Alcaraz, Shaobo He, Jesús M. Muñoz-Pacheco
Synchronization of a Non-Equilibrium Four-Dimensional Chaotic System Using a Disturbance-Observer-Based Adaptive Terminal Sliding Mode Control Method. Entropy 22 (3) (2020)
Amin Yousefpour, Amin Vahidi-Moghaddam, Arman Rajaei, Moosa Ayati
Stabilization of nonlinear vibrations of carbon nanotubes using observer-based terminal sliding mode control. Trans. Inst. Meas. Control 42 (5) (2020)
Shu-Bo Chen, Alireza Beigi, Amin Yousefpour, Farhad Rajaee, Hadi Jahanshahi, Stelios D. Bekiros, Raúl Alcaraz Martínez, Yuming Chu
Recurrent Neural Network-Based Robust Nonsingular Sliding Mode Control With Input Saturation for a Non-Holonomic Spherical Robot. IEEE Access 8 (2020)
Heng Chen, Shaobo He, Ana Dalia Pano-Azucena, Amin Yousefpour, Hadi Jahanshahi, Miguel Ángel López, Raúl Alcaraz
A Multistable Chaotic Jerk System with Coexisting and Hidden Attractors: Dynamical and Complexity Analysis, FPGA-Based Realization, and Chaos Stabilization Using a Robust Controller. Symmetry 12 (4) (2020)
Hadi Jahanshahi, Amin Yousefpour, Jesús M. Muñoz-Pacheco, Irene M. Moroz, Zhouchao Wei, Oscar Castillo
A new multi-stable fractional-order four-dimensional system with self-excited and hidden chaotic attractors: Dynamic analysis and adaptive synchronization using a novel fuzzy adaptive sliding mode control method. Appl. Soft Comput. 87 (2020)