Wen Yu

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 138

Top Venues

CCE

Neurocomputing

SMC

J. Intell. Fuzzy Syst.

Publications

Wen Xu, Jian Tang, Heng Xia, Wen Yu, Junfei Qiao
Multi-objective PSO semi-supervised random forest method for dioxin soft sensor. Eng. Appl. Artif. Intell. 135 (2024)
Ivan Hernandez, Wen Yu
Design and control of active lower limb prosthesis with sensorial frame. J. Syst. Control. Eng. 238 (4) (2024)
Ivan Hernandez, Wen Yu, Xiaoou Li
Optimal PD Control Using Conditional GAN and Bayesian Inference. IEEE Access 12 (2024)
Heng Xia, Jian Tang, Wen Yu, Junfei Qiao
Tree Broad Learning System for Small Data Modeling. IEEE Trans. Neural Networks Learn. Syst. 35 (7) (2024)
Tianzheng Wang, Jian Tang, Heng Xia, Cuili Yang, Wen Yu, Junfei Qiao
Data-driven multi-objective intelligent optimal control of municipal solid waste incineration process. Eng. Appl. Artif. Intell. 137 (2024)
Runyu Zhang, Jian Tang, Heng Xia, Xiaotong Pan, Wen Yu, Junfei Qiao
CO emission predictions in municipal solid waste incineration based on reduced depth features and long short-term memory optimization. Neural Comput. Appl. 36 (10) (2024)
Heng Xia, Jian Tang, Wen Yu, Junfei Qiao
Online Measurement of Dioxin Emission in Solid Waste Incineration Using Fuzzy Broad Learning. IEEE Trans. Ind. Informatics 20 (1) (2024)
Heng Xia, Jian Tang, Wen Yu, Junfei Qiao
Hybrid Simulator-Based Mechanism and Data-Driven for Multidemand Dioxin Emissions Intelligent Prediction in the MSWI Process. IEEE Trans. Ind. Electron. 71 (10) (2024)
Cuili Yang, Danlei Wang, Jian Tang, Junfei Qiao, Wen Yu
Multi-reservoir ESN-based prediction strategy for dynamic multi-objective optimization. Inf. Sci. 652 (2024)
Francisco Vega, Xiaoou Li, Brisbane Ovilla-Martínez, Wen Yu
Type-2 Fuzzy LSTM for Nonlinear System Modeling. SSCI (2023)
Canlin Cui, Jian Tang, Heng Xia, Wen Yu, Junfei Qiao
Multiscale Modeling Using GAN and Deep Forest Regression With Application to Dioxin Emission Soft Sensor. IEEE Trans. Instrum. Meas. 72 (2023)
Jorge Ramírez, Wen Yu
Reinforcement learning from expert demonstrations with application to redundant robot control. Eng. Appl. Artif. Intell. 119 (2023)
Cuili Yang, Sheng Yang, Jian Tang, Junfei Qiao, Wen Yu
-N Prediction in Wastewater Treatment Plants. IEEE Trans. Instrum. Meas. 72 (2023)
Xiaotong Pan, Jian Tang, Heng Xia, Wen Yu, Junfei Qiao
Combustion state identification of MSWI processes using ViT-IDFC. Eng. Appl. Artif. Intell. 126 (2023)
Guillermo Puriel-Gil, Xiaoou Li, Brisbane Ovilla-Martinez, Wen Yu
Robot PID Control Using Reinforcement Learning. SSCI (2023)
Eduardo Yudho, Xiaoou Li, Brisbane Ovilla-Martínez, Wen Yu
Model-Free Optimal Control Based on Reinforcement Learning for Rotary Inverted Pendulum. SSCI (2023)
Heng Xia, Jian Tang, Wen Yu, Canlin Cui, Junfei Qiao
Takagi-Sugeno Fuzzy Regression Trees With Application to Complex Industrial Modeling. IEEE Trans. Fuzzy Syst. 31 (7) (2023)
Andres Rodriguez-Torres, Jesús Morales-Valdez, Wen Yu, Jesús D. Avilés-Velázquez
Vibration Control for a Second-Order System via a Magnetorheological Damper. CoDIT (2023)
Chaofan Xu, Jian Tang, Heng Xia, Wen Yu, Junfei Qiao
Dioxin Emission Concentration Prediction Using the Selective Ensemble Algorithm Based on Bayesian Inference and Binary Tree. IEEE Trans. Instrum. Meas. 72 (2023)
Jorge Morales, Wen Yu, Luciano Telesca
Bayesian inference for data-driven training with application to seismic parameter prediction. Soft Comput. 26 (2) (2022)
Mario Lopez-Pacheco, Wen Yu
Complex Valued Deep Neural Networks for Nonlinear System Modeling. Neural Process. Lett. 54 (1) (2022)
Adolfo Perrusquía, Wen Yu
Neural H₂ Control Using Continuous-Time Reinforcement Learning. IEEE Trans. Cybern. 52 (6) (2022)
Karla Rincon, Wen Yu, Isaac Chairez
Adaptive control of a biped robot mobilized by linear actuators considering articular restrictions. CoDIT (2022)
Shuaishuai Yang, Qiumei Cong, Wen Yu, Jian Yang, Jian Song
Improving self-organizing recursive fuzzy neural network's performance with Boston matrix. J. Intell. Fuzzy Syst. 43 (3) (2022)
Heng Xia, Jian Tang, Junfei Qiao, Jian Zhang, Wen Yu
DF classification algorithm for constructing a small sample size of data-oriented DF regression model. Neural Comput. Appl. 34 (4) (2022)
Jorge Ramírez, Wen Yu
Redundant robot control with learning from expert demonstrations. SSCI (2022)
Jorge Ramírez, Wen Yu, Adolfo Perrusquía
Model-free reinforcement learning from expert demonstrations: a survey. Artif. Intell. Rev. 55 (4) (2022)
Zhuo Liu, Tianyou Chai, Jian Tang, Wen Yu
Heterogeneous selective ensemble learning model for mill load parameters forecasting by using multiscale mechanical frequency spectrum. Soft Comput. 26 (24) (2022)
Mario Maya, Wen Yu, Luciano Telesca
Multi-Step Forecasting of Earthquake Magnitude Using Meta-Learning Based Neural Networks. Cybern. Syst. 53 (6) (2022)
Jorge Morales, Wen Yu
Bayesian inference for neural network based high-precision modeling. SSCI (2022)
Mario Maya, Wen Yu
Meta-Transfer Learning Using Wavelet Decomposition for Multi-Horizon Time Series Forecasting. IEEE Access 10 (2022)
Adolfo Perrusquía, Ruben Garrido, Wen Yu
Stable robot manipulator parameter identification: A closed-loop input error approach. Autom. 141 (2022)
Karla Rincon, Isaac Chairez Oria, Wen Yu
Finite-Time Output Feedback Robust Controller Based on Tangent Barrier Lyapunov Function for Restricted State Space for Biped Robot. IEEE Trans. Syst. Man Cybern. Syst. 52 (8) (2022)
Jesus Gonzalez, Wen Yu, Luciano Telesca
Gated Recurrent Units Based Recurrent Neural Network for Forecasting the Characteristics of the Next Earthquake. Cybern. Syst. 53 (2) (2022)
Edgar Estrada, Wen Yu, Xiaoou Li
Stable bilateral teleoperation with phase transition and haptic feedback. J. Frankl. Inst. 358 (3) (2021)
Adolfo Perrusquía, Wen Yu
Neural Control Using Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 32 (11) (2021)
Jorge Morales, Wen Yu
Improving neural network's performance using Bayesian inference. Neurocomputing 461 (2021)
Salvador Ortiz, Wen Yu, Xiaoou Li
Autonomous Navigation Using Robust SLAM and Genetic Algorithm. CASE (2021)
Adolfo Perrusquía, Wen Yu
Continuous-time reinforcement learning for robust control under worst-case uncertainty. Int. J. Syst. Sci. 52 (4) (2021)
José de Jesús Serrano-Pérez, Guillermo Fernández-Anaya, Salvador Carrillo-Moreno, Wen Yu
New Results for Prediction of Chaotic Systems Using Deep Recurrent Neural Networks. Neural Process. Lett. 53 (2) (2021)
Jorge Morales, Wen Yu
A novel Bayesian inference based training method for time series forecasting. SMC (2021)
Andres Rodriguez-Torres, Jesus Morales-Valdez, Wen Yu
Parametric identification of a magnetorheological damper based on Genetic Algorithm. CCE (2021)
Adolfo Perrusquía, Wen Yu
Identification and optimal control of nonlinear systems using recurrent neural networks and reinforcement learning: An overview. Neurocomputing 438 (2021)
Adolfo Perrusquía, Wen Yu, Xiaoou Li
Nonlinear control using human behavior learning. Inf. Sci. 569 (2021)
Abigail M. E. Ramírez-Mendoza, Wen Yu, Xiaoou Li
Fuzzy identification of systems based on adaptive neurons. J. Intell. Fuzzy Syst. 40 (6) (2021)
Adolfo Perrusquía, Wen Yu, Xiaoou Li
Multi-agent reinforcement learning for redundant robot control in task-space. Int. J. Mach. Learn. Cybern. 12 (1) (2021)
Adolfo Perrusquía, Ruben Garrido, Wen Yu
An Input Error Method for Parameter Identification of a Class of Euler-Lagrange Systems. CCE (2021)
Jian Tang, Heng Xia, Jian Zhang, Junfei Qiao, Wen Yu
Deep forest regression based on cross-layer full connection. Neural Comput. Appl. 33 (15) (2021)
Raheleh Jafari, Wen Yu, Sina Razvarz, Alexander E. Gegov
Numerical methods for solving fuzzy equations: A survey. Fuzzy Sets Syst. 404 (2021)
Mario Maya, Wen Yu, Xiaoou Li
Time series forecasting with missing data using neural network and meta-transfer learning. SSCI (2021)
Wen Yu, Erick De la Rosa
Neural Modeling With Guaranteed Input-Output Probability Distributions. IEEE Trans. Syst. Man Cybern. Syst. 51 (11) (2021)
Wen Yu, Jesus Gonzalez, Xiaoou Li
Fast training of deep LSTM networks with guaranteed stability for nonlinear system modeling. Neurocomputing 422 (2021)
Mario Maya, Wen Yu, Luciano Telesca
Neural networks for long-term earthquake prediction using modified meta-learning. J. Intell. Fuzzy Syst. 41 (6) (2021)
Adolfo Perrusquía, Wen Yu
Human-Behavior Learning for Infinite-Horizon Optimal Tracking Problems of Robot Manipulators. CDC (2021)
Jian Tang, Jian Zhang, Gang Yu, Wenping Zhang, Wen Yu
Multisource Latent Feature Selective Ensemble Modeling Approach for Small-Sample High-Dimensional Process Data in Applications. IEEE Access 8 (2020)
Mario Pacheco, Jesús Morales-Valdez, Wen Yu
Frequency domain CNN and dissipated energy approach for damage detection in building structures. Soft Comput. 24 (20) (2020)
Wen Yu, Adolfo Perrusquía
Simplified Stable Admittance Control Using End-Effector Orientations. Int. J. Soc. Robotics 12 (5) (2020)
Andres Rodriguez-Torres, Jesus Morales-Valdez, Wen Yu
Active Vibration Control for Building Structures based on ℋ∞ Synthesis Problem. CCE (2020)
Andres Rodriguez-Torres, Jesus Morales-Valdez, Wen Yu
Modeling and Proportional-Derivative controller design for buildings based on vibration frequencies. CoDIT (2020)
Abigail M. E. Ramírez-Mendoza, Wen Yu, Xiaoou Li
A Novel Fuzzy System With Adaptive Neurons for Earthquake Modeling. IEEE Access 8 (2020)
Erick García López, Wen Yu, Xiaoou Li
Multi-robot manipulation using formation control and human-in-the-loop scheme. CCE (2020)
Adolfo Perrusquía, Wen Yu
Robot Position/Force Control in Unknown Environment Using Hybrid Reinforcement Learning. Cybern. Syst. 51 (4) (2020)
Wei Wang, Yao Jia, Kewei Cai, Wen Yu
An Aquaponics System Design for Computational Intelligence Teaching. IEEE Access 8 (2020)
Adolfo Perrusquía, Wen Yu
Human-in-the-Loop Control Using Euler Angles. J. Intell. Robotic Syst. 97 (2) (2020)
Erick De la Rosa, Wen Yu
Data-Driven Fuzzy Modeling Using Restricted Boltzmann Machines and Probability Theory. IEEE Trans. Syst. Man Cybern. Syst. 50 (7) (2020)
Wen Yu, Francisco Vega
Nonlinear system modeling using the takagi-sugeno fuzzy model and long-short term memory cells. J. Intell. Fuzzy Syst. 39 (3) (2020)
Jorge Morales, Wen Yu, Luciano Telesca
Bayesian Approach for Estimating the Distribution of Magnitudes, Interevent Times and Distances of Earthquake Sequences. Cybern. Syst. 51 (8) (2020)
Abigail M. E. Ramírez-Mendoza, Roberto Covarrubias-Fabela, Luis Antonio Amezquita-Brooks, Octavio Garcia-Salazar, Wen Yu
Fuzzy Adaptive Neurons Applied to the Identification of Parameters and Trajectory Tracking Control of a Multi-Rotor Unmanned Aerial Vehicle Based on Experimental Aerodynamic Data. J. Intell. Robotic Syst. 100 (2) (2020)
Adolfo Perrusquía, Wen Yu, Xiaoou Li
Redundant Robot Control Using Multi Agent Reinforcement Learning. CASE (2020)
Adolfo Perrusquía, Wen Yu
Neural H2 Control Using Reinforcement Learning for Unknown Nonlinear Systems. IJCNN (2020)
Francisco Vega, Wen Yu
Fuzzy Modeling Using LSTM Cells for Nonlinear Systems. FUZZ-IEEE (2020)
Adolfo Perrusquía, Wen Yu, Xiaoou Li
Robust Control in the Worst Case Using Continuous Time Reinforcement Learning. SMC (2020)
Jorge Cervantes, Wen Yu, Sergio Salazar, Isaac Chairez
Time-varying output-based Takagi-Sugeno fuzzy controller of uncertain nonlinear systems. Int. J. Syst. Sci. 51 (9) (2020)
Jie Yang, Tianyou Chai, Chaomin Luo, Wen Yu
Intelligent Demand Forecasting of Smelting Process Using Data-Driven and Mechanism Model. IEEE Trans. Ind. Electron. 66 (12) (2019)
Ricardo Carreño Aguilera, Verónica Aguilar, Daniel Pacheco, Marco Antonio Acevedo, Wen Yu, María Elena Acevedo-Mosqueda
An IoT Expert System Shell in Block-Chain Technology with ELM as Inference Engine. Int. J. Inf. Technol. Decis. Mak. 18 (1) (2019)
Raheleh Jafari, Sina Razvarz, Alexander E. Gegov, Wen Yu
Fuzzy Control of Uncertain Nonlinear Systems with Numerical Techniques: A Survey. UKCI (2019)
Raheleh Jafari, Sina Razvarz, Wen Yu, Alexander E. Gegov, Morten Goodwin, Mo Adda
Genetic Algorithm Modeling for Photocatalytic Elimination of Impurity in Wastewater. IntelliSys (1) (2019)
Adolfo Perrusquía, Juan Alejandro Flores Campos, Wen Yu
Simple Optimal Tracking Control for a Class of Closed-Chain Mechanisms in Task Space. CCE (2019)
Adolfo Perrusquía, Wen Yu, Alberto Soria
Large space dimension Reinforcement Learning for Robot Position/Force Discrete Control. CoDIT (2019)
Satyam Paul, Wen Yu, Xiaoou Li
Discrete-time sliding mode for building structure bidirectional active vibration control. Trans. Inst. Meas. Control 41 (2) (2019)
Adolfo Perrusquía, Wen Yu, Alberto Soria
Optimal contact force of Robots in Unknown Environments using Reinforcement Learning and Model-free controllers. CCE (2019)
Wen Yu, Erick De la Rosa
Deep Boltzmann machine for nonlinear system modelling. Int. J. Mach. Learn. Cybern. 10 (7) (2019)
Raheleh Jafari, Sina Razvarz, Cristóbal Vargas-Jarillo, Wen Yu
Control of Flow Rate in Pipeline Using PID Controller. ICNSC (2019)
Jorge Ramírez, Wen Yu
Human Behavior Learning in Joint Space Using Dynamic Time Warping and Neural Networks. CCE (2019)
Salvador Ortiz, Wen Yu, Xiaoou Li
Autonomous navigation in unknown environments using robust SLAM. IECON (2019)
Jesús Morales-Valdez, Mario Antonio Lopez, Wen Yu
Damage detection of building structure based on vibration data and hysteretic model. CASE (2019)
Karla Rincon, Isaac Chairez, Wen Yu
Fixed-time robust output feedback control of a restricted state biped robot based on a tangent barrier Lyapunov function. CCE (2019)
Adolfo Perrusquía, Wen Yu
Task space human-robot interaction using angular velocity Jacobian. ISMR (2019)
Edgar Estrada, Wen Yu, Xiaoou Li
Stability and Transparency of Delayed Bilateral Teleoperation with Haptic Feedback. Int. J. Appl. Math. Comput. Sci. 29 (4) (2019)
James Jian Qiao Yu, Wen Yu, Jiatao Gu
Online Vehicle Routing With Neural Combinatorial Optimization and Deep Reinforcement Learning. IEEE Trans. Intell. Transp. Syst. 20 (10) (2019)
Mario Maya, Wen Yu
Short-term prediction of the earthquake through Neural Networks and Meta-Learning. CCE (2019)
Adolfo Perrusquía, Wen Yu, Alberto Soria
Position/force control of robot manipulators using reinforcement learning. Ind. Robot 46 (2) (2019)
Wen Yu, Mario Pacheco
Impact of random weights on nonlinear system identification using convolutional neural networks. Inf. Sci. 477 (2019)
Wen Yu, Xiaoou Li, Jesus Gonzalez
Fast Training of Deep LSTM Networks. ISNN (1) (2019)
Jian Tang, Junfei Qiao, Jian Zhang, Zhiwei Wu, Tianyou Chai, Wen Yu
Combinatorial optimization of input features and learning parameters for decorrelated neural network ensemble-based soft measuring model. Neurocomputing 275 (2018)
Satyam Paul, Wen Yu, Xiaoou Li
Bidirectional active control of structures with type-2 fuzzy PD and PID. Int. J. Syst. Sci. 49 (4) (2018)
Guillermo Puriel-Gil, Wen Yu, Humberto Sossa
Reinforcement Learning Compensation based PD Control for Inverted Pendulum. CCE (2018)
Erick García López, Wen Yu, Xiaoou Li
A Haptic Bilateral Robots System for Wrist Rehabilitation after Stroke. CASE (2018)
Xiaoou Li, Wen Yu
A Hybrid Fuzzy Petri Nets and Neural Networks Framework for Modeling Critical Infrastructure Systems. FUZZ-IEEE (2018)
Salvador Ortiz, Wen Yu, Erik Zamora
Sliding Mode SLAM for Robust Simultaneous Localization and Mapping. IECON (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Wen Yu