Wen Yu

365 papers A* 1B 42C 28Misc 4Journal 176Unranked 108
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Human-in-the-Loop Framework for Interactive and Explainable Data-Driven Modeling.
IEEE Trans. Emerg. Top. Comput. Intell.
Shengbo Hong, Wen Yu, Tianyou Chai
2026 J jnl
Bayesian optimization interval type-3 fuzzy broad compensated intelligent control for flue gas oxygen content.
Eng. Appl. Artif. Intell.
Weiwei Yang, Jian Tang, Wen Yu, Junfei Qiao
2026 J jnl
Data-Driven Hierarchical Decision-Making Modeling for Complex Industrial Processes.
IEEE Trans Autom. Sci. Eng.
Shengbo Hong, Wen Yu, Tianyou Chai
2026 J jnl
Interactive explainability in data-driven modeling: A neural-network-centric survey.
Neurocomputing
Shengbo Hong, Wen Yu, Tianyou Chai
2026 J jnl
Multi-Modal Data Fusion Approach for Real-Time Monitoring of Industrial Equipment.
IEEE Trans. Emerg. Top. Comput. Intell.
Danwei Zhang, Wen Yu, Quan Xu, Tianyou Chai
2025 J jnl
A Multi-objective transfer learning framework for time series forecasting with Concept Echo State Networks.
Neural Networks
Yingqin Zhu, Wen Yu, Xiaoou Li
2025 J jnl
A Novel Semisupervised Approach for Caustic Concentration Prediction in Alumina Production.
IEEE Trans. Ind. Informatics
Suting Gao, Wen Yu, Tianyou Chai
2025 J jnl
Bayesian Optimization-Based Interval Type-2 Fuzzy Neural Network for Furnace Temperature Control.
IEEE Trans. Ind. Informatics
Hao Tian, Jian Tang, Heng Xia, Wen Yu, Junfei Qiao
2025 J jnl
CO Emission Prediction for MSWI Process Based on Dual-Space Nested Dual-Window Drift Detection.
IEEE Trans. Instrum. Meas.
Runyu Zhang, Jian Tang, Heng Xia, Wen Yu, Junfei Qiao
2025 J jnl
Comprehensive Production Index Prediction Using Dual-Scale Deep Learning in Mineral Processing.
IEEE Trans. Neural Networks Learn. Syst.
Kesheng Zhang, Wen Yu, Yao Jia, Tianyou Chai
2025 J jnl
Data-Driven Multiple ARIMA Through Neural Fusion for Enhanced Wind Power Prediction With Missing Data.
IEEE Access
Xiaoou Li, Wen Yu
2025 J jnl
Data-Driven Structural Health Monitoring Through Echo State Network Regression.
Inf.
Xiaoou Li, Yingqin Zhu, Wen Yu
2025 J jnl
Deep Learning Framework for Collaborative Variable Time Delay Estimation and Uncertainty Quantification in Industrial Quality Prediction.
IEEE Trans. Ind. Informatics
Liyi Yu, Wen Yu, Yao Jia, Tianyou Chai
2025 J jnl
Dioxin Emission Detection Based on Dynamic Pruning Online Ensemble Binary Tree Algorithm.
IEEE Trans Autom. Sci. Eng.
Chaofan Xu, Jian Tang, Heng Xia, Wen Yu, Junfei Qiao
2025 J jnl
Dual-Scale Attributed Graph Transformer for Extracting Spatial-Temporal Features With Applications in Quality Index Prediction.
IEEE Trans. Emerg. Top. Comput. Intell.
Kesheng Zhang, Wen Yu, Tianyou Chai
2025 J jnl
Flue Gas Oxygen Content Control Based on Interval Type-2 Fuzzy Broad Learning System and PID for MSWI Process.
IEEE Trans Autom. Sci. Eng.
Weiwei Yang, Jian Tang, Hao Tian, Wen Yu, Junfei Qiao
2025 J jnl
Improved Interval Type-II Fuzzy Broad MPC Method for Furnace Temperature of Municipal Solid Waste Incineration Process.
IEEE Trans. Fuzzy Syst.
Bokang Wang, Jian Tang, Hao Tian, Wen Yu, Junfei Qiao
2025 J jnl
Real-Time Caustic Ratio Prediction in Alumina Digestion Process for Closed-Loop Operation: A Cloud-Edge Deep Learning Approach.
IEEE Trans Autom. Sci. Eng.
Liyi Yu, Wen Yu, Yao Jia, Tianyou Chai
2025 J jnl
Semi-active vibration control via a magnetorheological damper and active disturbance rejection control.
Trans. Inst. Meas. Control
Andres Rodriguez-Torres, Jesús Morales-Valdez, Wen Yu
2025 J jnl
Spatio-Temporal Attention Adversarial Autoencoders for Enhanced Anomaly Detection in High-Pressure Grinding Rolls.
IEEE Trans. Ind. Informatics
Danwei Zhang, Wen Yu, Quan Xu, Tianyou Chai
2025 J jnl
Using deep forest regression and multi-layer state transition algorithm to soft measuring modeling with small sample data.
Soft Comput.
Heng Xia, Jian Tang, Wen Yu
2024 J jnl
CO emission predictions in municipal solid waste incineration based on reduced depth features and long short-term memory optimization.
Neural Comput. Appl.
Runyu Zhang, Jian Tang, Heng Xia, Xiaotong Pan, Wen Yu, Junfei Qiao
2024 J jnl
Data-driven multi-objective intelligent optimal control of municipal solid waste incineration process.
Eng. Appl. Artif. Intell.
Tianzheng Wang, Jian Tang, Heng Xia, Cuili Yang, Wen Yu, Junfei Qiao
2024 J jnl
Design and control of active lower limb prosthesis with sensorial frame.
J. Syst. Control. Eng.
Ivan Hernandez, Wen Yu
2024 C conf
Evolving Neural Networks for Bi-Level Human Decision-Making Prediction in Mineral Processing.
IECON
Shengbo Hong, Wen Yu, Yingqin Zhu, Tianyou Chai, Qingda Chen, Yao Jia
2024 J jnl
Feed Concentration Forecasting Using Closed-Loop Input Error and Deep Learning.
IEEE Trans. Ind. Informatics
Xianyao Han, Wen Yu, Yao Jia, Tianyou Chai
2024 J jnl
Hybrid Simulator-Based Mechanism and Data-Driven for Multidemand Dioxin Emissions Intelligent Prediction in the MSWI Process.
IEEE Trans. Ind. Electron.
Heng Xia, Jian Tang, Wen Yu, Junfei Qiao
2024 J jnl
Multi-objective PSO semi-supervised random forest method for dioxin soft sensor.
Eng. Appl. Artif. Intell.
Wen Xu, Jian Tang, Heng Xia, Wen Yu, Junfei Qiao
2024 J jnl
Multi-reservoir ESN-based prediction strategy for dynamic multi-objective optimization.
Inf. Sci.
Cuili Yang, Danlei Wang, Jian Tang, Junfei Qiao, Wen Yu
2024 J jnl
Multimodal Data-Driven Interpretable Deep Modeling Approach of Dioxins Generation for Municipal Solid Waste Incineration Processes.
IEEE Trans. Instrum. Meas.
Heng Xia, Jian Tang, Xiaotong Pan, Wen Yu, Junfei Qiao
2024 J jnl
Online Measurement of Dioxin Emission in Solid Waste Incineration Using Fuzzy Broad Learning.
IEEE Trans. Ind. Informatics
Heng Xia, Jian Tang, Wen Yu, Junfei Qiao
2024 J jnl
Optimal PD Control Using Conditional GAN and Bayesian Inference.
IEEE Access
Ivan Hernandez, Wen Yu, Xiaoou Li
2024 C conf
Semi-Supervised Caustic Concentration Prediction in Alumina Production with Transformers.
IECON
Suting Gao, Wen Yu, Tianyou Chai
2024 B conf
Smartphone-Based Structural Health Monitoring with Neural Network Regression for Damage & Detection.
SMC
Xiaoou Li, Yingqin Zhu, Wen Yu
2024 J jnl
Tree Broad Learning System for Small Data Modeling.
IEEE Trans. Neural Networks Learn. Syst.
Heng Xia, Jian Tang, Wen Yu, Junfei Qiao
2023 J jnl
Combustion state identification of MSWI processes using ViT-IDFC.
Eng. Appl. Artif. Intell.
Xiaotong Pan, Jian Tang, Heng Xia, Wen Yu, Junfei Qiao
2023 J jnl
Dioxin Emission Concentration Prediction Using the Selective Ensemble Algorithm Based on Bayesian Inference and Binary Tree.
IEEE Trans. Instrum. Meas.
Chaofan Xu, Jian Tang, Heng Xia, Wen Yu, Junfei Qiao
2023 J jnl
Evolving Deep Delay Echo State Network for Effluent NH
IEEE Trans. Instrum. Meas.
Cuili Yang, Sheng Yang, Jian Tang, Junfei Qiao, Wen Yu
2023 — conf
Model-Free Optimal Control Based on Reinforcement Learning for Rotary Inverted Pendulum.
SSCI
Eduardo Yudho, Xiaoou Li, Brisbane Ovilla-Martínez, Wen Yu
2023 J jnl
Multiscale Modeling Using GAN and Deep Forest Regression With Application to Dioxin Emission Soft Sensor.
IEEE Trans. Instrum. Meas.
Canlin Cui, Jian Tang, Heng Xia, Wen Yu, Junfei Qiao
2023 B conf
Optimal PD Control for Robots Using GAN and LSTM.
SMC
Ivan Hernandez, Wen Yu
2023 J jnl
Reinforcement learning from expert demonstrations with application to redundant robot control.
Eng. Appl. Artif. Intell.
Jorge Ramírez, Wen Yu
2023 — conf
Robot PID Control Using Reinforcement Learning.
SSCI
Guillermo Puriel-Gil, Xiaoou Li, Brisbane Ovilla-Martinez, Wen Yu
2023 — conf
Safe Exploration in Reinforcement Learning for Learning from Human Experts.
AIBThings
Jorge Ramírez, Wen Yu
2023 J jnl
Takagi-Sugeno Fuzzy Regression Trees With Application to Complex Industrial Modeling.
IEEE Trans. Fuzzy Syst.
Heng Xia, Jian Tang, Wen Yu, Canlin Cui, Junfei Qiao
2023 — conf
Type-2 Fuzzy LSTM for Nonlinear System Modeling.
SSCI
Francisco Vega, Xiaoou Li, Brisbane Ovilla-Martínez, Wen Yu
2023 C conf
Vibration Control for a Second-Order System via a Magnetorheological Damper.
CoDIT
Andres Rodriguez-Torres, Jesús Morales-Valdez, Wen Yu, Jesús D. Avilés-Velázquez
2023 J jnl
Virtual sample generation method based on generative adversarial fuzzy neural network.
Neural Comput. Appl.
Canlin Cui, Jian Tang, Heng Xia, Junfei Qiao, Wen Yu
2022 C conf
Adaptive control of a biped robot mobilized by linear actuators considering articular restrictions.
CoDIT
Karla Rincon, Wen Yu, Isaac Chairez
2022 J jnl
Bayesian inference for data-driven training with application to seismic parameter prediction.
Soft Comput.
Jorge Morales, Wen Yu, Luciano Telesca
2022 — conf
Bayesian inference for neural network based high-precision modeling.
SSCI
Jorge Morales, Wen Yu
2022 J jnl
Complex Valued Deep Neural Networks for Nonlinear System Modeling.
Neural Process. Lett.
Mario Lopez-Pacheco, Wen Yu
2022 — conf
Comprehensive Review of Intelligent Modeling and Control of Smart Building.
CASE
Diego Peredo, Wen Yu
2022 J jnl
DF classification algorithm for constructing a small sample size of data-oriented DF regression model.
Neural Comput. Appl.
Heng Xia, Jian Tang, Junfei Qiao, Jian Zhang, Wen Yu
2022 J jnl
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.
Karla Rincon, Isaac Chairez Oria, Wen Yu
2022 J jnl
Gated Recurrent Units Based Recurrent Neural Network for Forecasting the Characteristics of the Next Earthquake.
Cybern. Syst.
Jesus Gonzalez, Wen Yu, Luciano Telesca
2022 J jnl
Heterogeneous selective ensemble learning model for mill load parameters forecasting by using multiscale mechanical frequency spectrum.
Soft Comput.
Zhuo Liu, Tianyou Chai, Jian Tang, Wen Yu
2022 J jnl
Improving self-organizing recursive fuzzy neural network's performance with Boston matrix.
J. Intell. Fuzzy Syst.
Shuaishuai Yang, Qiumei Cong, Wen Yu, Jian Yang, Jian Song
2022 J jnl
Meta-Transfer Learning Using Wavelet Decomposition for Multi-Horizon Time Series Forecasting.
IEEE Access
Mario Maya, Wen Yu
2022 J jnl
Model-free reinforcement learning from expert demonstrations: a survey.
Artif. Intell. Rev.
Jorge Ramírez, Wen Yu, Adolfo Perrusquía
2022 J jnl
Multi-Step Forecasting of Earthquake Magnitude Using Meta-Learning Based Neural Networks.
Cybern. Syst.
Mario Maya, Wen Yu, Luciano Telesca
2022 J jnl
Neural H₂ Control Using Continuous-Time Reinforcement Learning.
IEEE Trans. Cybern.
Adolfo Perrusquía, Wen Yu
2022 J jnl
Optimal echo state network parameters based on behavioural spaces.
Neurocomputing
Zhaozhao Zhang, Ying-qin Zhu, Xiaohui Wang, Wen Yu
2022 — conf
Redundant robot control with learning from expert demonstrations.
SSCI
Jorge Ramírez, Wen Yu
2022 J jnl
Stable robot manipulator parameter identification: A closed-loop input error approach.
Autom.
Adolfo Perrusquía, Rubén Garrido, Wen Yu
2021 B conf
A novel Bayesian inference based training method for time series forecasting.
SMC
Jorge Morales, Wen Yu
2021 — conf
An Input Error Method for Parameter Identification of a Class of Euler-Lagrange Systems.
CCE
Adolfo Perrusquía, Rubén Garrido, Wen Yu
2021 — conf
Autonomous Navigation Using Robust SLAM and Genetic Algorithm.
CASE
Salvador Ortiz, Wen Yu, Xiaoou Li
2021 J jnl
Continuous-time reinforcement learning for robust control under worst-case uncertainty.
Int. J. Syst. Sci.
Adolfo Perrusquía, Wen Yu
2021 J jnl
Deep forest regression based on cross-layer full connection.
Neural Comput. Appl.
Jian Tang, Heng Xia, Jian Zhang, Junfei Qiao, Wen Yu
2021 J jnl
Discrete-Time H
IEEE Trans. Neural Networks Learn. Syst.
Adolfo Perrusquía, Wen Yu
2021 J jnl
Fast training of deep LSTM networks with guaranteed stability for nonlinear system modeling.
Neurocomputing
Wen Yu, Jesus Gonzalez, Xiaoou Li
2021 J jnl
Fuzzy identification of systems based on adaptive neurons.
J. Intell. Fuzzy Syst.
Abigail M. E. Ramírez-Mendoza, Wen Yu, Xiaoou Li
2021 — conf
Human-Behavior Learning for Infinite-Horizon Optimal Tracking Problems of Robot Manipulators.
CDC
Adolfo Perrusquía, Wen Yu
2021 J jnl
Identification and optimal control of nonlinear systems using recurrent neural networks and reinforcement learning: An overview.
Neurocomputing
Adolfo Perrusquía, Wen Yu
2021 J jnl
Improving neural network's performance using Bayesian inference.
Neurocomputing
Jorge Morales, Wen Yu
2021 J jnl
Multi-agent reinforcement learning for redundant robot control in task-space.
Int. J. Mach. Learn. Cybern.
Adolfo Perrusquía, Wen Yu, Xiaoou Li
2021 J jnl
Neural Modeling With Guaranteed Input-Output Probability Distributions.
IEEE Trans. Syst. Man Cybern. Syst.
Wen Yu, Erick De la Rosa
2021 J jnl
Neural networks for long-term earthquake prediction using modified meta-learning.
J. Intell. Fuzzy Syst.
Mario Maya, Wen Yu, Luciano Telesca
2021 J jnl
New Results for Prediction of Chaotic Systems Using Deep Recurrent Neural Networks.
Neural Process. Lett.
José de Jesús Serrano-Pérez, Guillermo Fernández-Anaya, Salvador Carrillo-Moreno, Wen Yu
2021 J jnl
Nonlinear control using human behavior learning.
Inf. Sci.
Adolfo Perrusquía, Wen Yu, Xiaoou Li
2021 J jnl
Numerical methods for solving fuzzy equations: A survey.
Fuzzy Sets Syst.
Raheleh Jafari, Wen Yu, Sina Razvarz, Alexander E. Gegov
2021 — conf
Parametric identification of a magnetorheological damper based on Genetic Algorithm.
CCE
Andres Rodriguez-Torres, Jesus Morales-Valdez, Wen Yu
2021 J jnl
Stable bilateral teleoperation with phase transition and haptic feedback.
J. Frankl. Inst.
Edgar Estrada, Wen Yu, Xiaoou Li
2021 — conf
Time series forecasting with missing data using neural network and meta-transfer learning.
SSCI
Mario Maya, Wen Yu, Xiaoou Li
2020 J jnl
A Novel Fuzzy System With Adaptive Neurons for Earthquake Modeling.
IEEE Access
Abigail M. E. Ramírez-Mendoza, Wen Yu, Xiaoou Li
2020 — conf
Active Vibration Control for Building Structures based on ℋ∞ Synthesis Problem.
CCE
Andres Rodriguez-Torres, Jesus Morales-Valdez, Wen Yu
2020 J jnl
An Aquaponics System Design for Computational Intelligence Teaching.
IEEE Access
Wei Wang, Yao Jia, Kewei Cai, Wen Yu
2020 J jnl
Bayesian Approach for Estimating the Distribution of Magnitudes, Interevent Times and Distances of Earthquake Sequences.
Cybern. Syst.
Jorge Morales, Wen Yu, Luciano Telesca
2020 J jnl
Data-Driven Fuzzy Modeling Using Restricted Boltzmann Machines and Probability Theory.
IEEE Trans. Syst. Man Cybern. Syst.
Erick De la Rosa, Wen Yu
2020 J jnl
Frequency domain CNN and dissipated energy approach for damage detection in building structures.
Soft Comput.
Mario Lopez-Pacheco, Jesús Morales-Valdez, Wen Yu
2020 J jnl
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.
Abigail M. E. Ramírez-Mendoza, Roberto Covarrubias-Fabela, Luis Antonio Amezquita-Brooks, Octavio Garcia-Salazar, Wen Yu
2020 B conf
Fuzzy Modeling Using LSTM Cells for Nonlinear Systems.
FUZZ-IEEE
Francisco Vega, Wen Yu
2020 J jnl
Human-in-the-Loop Control Using Euler Angles.
J. Intell. Robotic Syst.
Adolfo Perrusquía, Wen Yu
2020 C conf
Modeling and Proportional-Derivative controller design for buildings based on vibration frequencies.
CoDIT
Andres Rodriguez-Torres, Jesus Morales-Valdez, Wen Yu
2020 — conf
Multi-robot manipulation using formation control and human-in-the-loop scheme.
CCE
Erick García López, Wen Yu, Xiaoou Li
2020 J jnl
Multisource Latent Feature Selective Ensemble Modeling Approach for Small-Sample High-Dimensional Process Data in Applications.
IEEE Access
Jian Tang, Jian Zhang, Gang Yu, Wenping Zhang, Wen Yu
2020 B conf
Neural H2 Control Using Reinforcement Learning for Unknown Nonlinear Systems.
IJCNN
Adolfo Perrusquía, Wen Yu
2020 J jnl
Nonlinear system modeling using the takagi-sugeno fuzzy model and long-short term memory cells.
J. Intell. Fuzzy Syst.
Wen Yu, Francisco Vega
2020 — conf
Redundant Robot Control Using Multi Agent Reinforcement Learning.
CASE
Adolfo Perrusquía, Wen Yu, Xiaoou Li
2020 J jnl
Robot Position/Force Control in Unknown Environment Using Hybrid Reinforcement Learning.
Cybern. Syst.
Adolfo Perrusquía, Wen Yu
2020 B conf
Robust Control in the Worst Case Using Continuous Time Reinforcement Learning.
SMC
Adolfo Perrusquía, Wen Yu, Xiaoou Li
2020 J jnl
Simplified Stable Admittance Control Using End-Effector Orientations.
Int. J. Soc. Robotics
Wen Yu, Adolfo Perrusquía
2020 J jnl
Time-varying output-based Takagi-Sugeno fuzzy controller of uncertain nonlinear systems.
Int. J. Syst. Sci.
Jorge Cervantes, Wen Yu, Sergio Salazar, Isaac Chairez
2019 J jnl
An IoT Expert System Shell in Block-Chain Technology with ELM as Inference Engine.
Int. J. Inf. Technol. Decis. Mak.
Ricardo Carreño Aguilera, Verónica Aguilar, Daniel Pacheco, Marco Antonio Acevedo, Wen Yu, María Elena Acevedo-Mosqueda
2019 C conf
Autonomous navigation in unknown environments using robust SLAM.
IECON
Salvador Ortiz, Wen Yu, Xiaoou Li
2019 — conf
Control of Flow Rate in Pipeline Using PID Controller.
ICNSC
Raheleh Jafari, Sina Razvarz, Cristóbal Vargas-Jarillo, Wen Yu
2019 — conf
Damage detection of building structure based on vibration data and hysteretic model.
CASE
Jesús Morales-Valdez, Mario Antonio Lopez, Wen Yu
2019 J jnl
Deep Boltzmann machine for nonlinear system modelling.
Int. J. Mach. Learn. Cybern.
Wen Yu, Erick De la Rosa
2019 J jnl
Discrete-time sliding mode for building structure bidirectional active vibration control.
Trans. Inst. Meas. Control
Satyam Paul, Wen Yu, Xiaoou Li
2019 — conf
Fast Training of Deep LSTM Networks.
ISNN (1)
Wen Yu, Xiaoou Li, Jesus Gonzalez
2019 — conf
Fixed-time robust output feedback control of a restricted state biped robot based on a tangent barrier Lyapunov function.
CCE
Karla Rincon, Isaac Chairez, Wen Yu
2019 — conf
Fuzzy Control of Uncertain Nonlinear Systems with Numerical Techniques: A Survey.
UKCI
Raheleh Jafari, Sina Razvarz, Alexander E. Gegov, Wen Yu
2019 — conf
Genetic Algorithm Modeling for Photocatalytic Elimination of Impurity in Wastewater.
IntelliSys (1)
Raheleh Jafari, Sina Razvarz, Wen Yu, Alexander E. Gegov, Morten Goodwin, Mo Adda
2019 — conf
Human Behavior Learning in Joint Space Using Dynamic Time Warping and Neural Networks.
CCE
Jorge Ramírez, Wen Yu
2019 J jnl
Impact of random weights on nonlinear system identification using convolutional neural networks.
Inf. Sci.
Wen Yu, Mario Pacheco
2019 J jnl
Intelligent Demand Forecasting of Smelting Process Using Data-Driven and Mechanism Model.
IEEE Trans. Ind. Electron.
Jie Yang, Tianyou Chai, Chaomin Luo, Wen Yu
2019 C conf
Large space dimension Reinforcement Learning for Robot Position/Force Discrete Control.
CoDIT
Adolfo Perrusquía, Wen Yu, Alberto Soria
2019 J jnl
Online Vehicle Routing With Neural Combinatorial Optimization and Deep Reinforcement Learning.
IEEE Trans. Intell. Transp. Syst.
James Jian Qiao Yu, Wen Yu, Jiatao Gu
2019 — conf
Optimal contact force of Robots in Unknown Environments using Reinforcement Learning and Model-free controllers.
CCE
Adolfo Perrusquía, Wen Yu, Alberto Soria
2019 J jnl
Position/force control of robot manipulators using reinforcement learning.
Ind. Robot
Adolfo Perrusquía, Wen Yu, Alberto Soria
2019 — conf
Short-term prediction of the earthquake through Neural Networks and Meta-Learning.
CCE
Mario Maya, Wen Yu
2019 — conf
Simple Optimal Tracking Control for a Class of Closed-Chain Mechanisms in Task Space.
CCE
Adolfo Perrusquía, Juan Alejandro Flores Campos, Wen Yu
2019 J jnl
Stability and Transparency of Delayed Bilateral Teleoperation with Haptic Feedback.
Int. J. Appl. Math. Comput. Sci.
Edgar Estrada, Wen Yu, Xiaoou Li
2019 — conf
Task space human-robot interaction using angular velocity Jacobian.
ISMR
Adolfo Perrusquía, Wen Yu
2018 — conf
A Haptic Bilateral Robots System for Wrist Rehabilitation after Stroke.
CASE
Erick García López, Wen Yu, Xiaoou Li
2018 B conf
A Hybrid Fuzzy Petri Nets and Neural Networks Framework for Modeling Critical Infrastructure Systems.
FUZZ-IEEE
Xiaoou Li, Wen Yu
2018 J jnl
Bidirectional active control of structures with type-2 fuzzy PD and PID.
Int. J. Syst. Sci.
Satyam Paul, Wen Yu, Xiaoou Li
2018 J jnl
Combinatorial optimization of input features and learning parameters for decorrelated neural network ensemble-based soft measuring model.
Neurocomputing
Jian Tang, Junfei Qiao, Jian Zhang, Zhiwei Wu, Tianyou Chai, Wen Yu
2018 J jnl
Conditional probability calculation using restricted Boltzmann machine with application to system identification.
CoRR
Erick De la Rosa, Wen Yu
2018 J jnl
Numerical Solution of Fuzzy Equations with Z-numbers using Neural Networks.
Intell. Autom. Soft Comput.
Raheleh Jafari, Wen Yu, Xiaoou Li
2018 — conf
Reinforcement Learning Compensation based PD Control for Inverted Pendulum.
CCE
Guillermo Puriel-Gil, Wen Yu, Humberto Sossa
2018 — conf
Selective Ensemble Modeling Approach based on Variable Importance of Projection With its Application.
ICIA
Jian Tang, Jun-Fei Qiao, Wen Yu
2018 C conf
Sliding Mode SLAM for Robust Simultaneous Localization and Mapping.
IECON
Salvador Ortiz, Wen Yu, Erik Zamora
2018 — conf
Sliding mode three-dimension SLAM with application to quadrotor helicopter.
CCE
Salvador Ortiz-Santos, Wen Yu, Erik Zamora
2017 J jnl
Continuous-time path planning for multi-agents with fuzzy reinforcement learning.
J. Intell. Fuzzy Syst.
David Luviano Cruz, Wen Yu
2017 J jnl
Data-Driven Fuzzy Modeling Using Deep Learning.
CoRR
Erick De la Rosa, Wen Yu
2017 — conf
Fuzzy Modeling from Black-Box Data with Deep Learning Techniques.
ISNN (1)
Erick De la Rosa, Wen Yu, Humberto Sossa
2017 J jnl
Modeling collinear data using double-layer GA-based selective ensemble kernel partial least squares algorithm.
Neurocomputing
Jian Tang, Jian Zhang, Zhiwei Wu, Zhuo Liu, Tianyou Chai, Wen Yu
2017 — conf
Modeling mill load parameter based on LASSO using multi-scale high dimensional frequency spectra data
ICIA
Jian Tang, Jun-Fei Qiao, Zhuo Liu, Tianyou Chai, Wen Yu
2017 — conf
Nonlinear system modeling using convolutional neural networks.
CCE
Mario Lopez, Wen Yu
2017 J jnl
Numerical Solution of Fuzzy Differential Equations with Z-numbers Using Bernstein Neural Networks.
Int. J. Comput. Intell. Syst.
Raheleh Jafari, Wen Yu, Xiaoou Li, Sina Razvarz
2017 J jnl
On-line T-S fuzzy control using Riccati differential equation.
J. Intell. Fuzzy Syst.
Jorge Cervantes, Wen Yu, Sergio Salazar
2017 — conf
PSO and NN modeling for photocatalytic removal of pollution in wastewater.
CCE
Sina Razvarz, Raheleh Jafari, Wen Yu, Alireza Khalili Golmankhaneh
2017 J jnl
Path planning of multi-agent systems in unknown environment with neural kernel smoothing and reinforcement learning.
Neurocomputing
David Luviano Cruz, Wen Yu
2017 B conf
Probability based fuzzy modeling.
SMC
Erick De la Rosa, Wen Yu, Xiaoou Li
2017 J jnl
Recent advances and applications in neural networks and intelligent control.
Neurocomputing
Wen Yu, Rafael Martínez-Guerra
2017 J jnl
Takagi-Sugeno Dynamic Neuro-Fuzzy Controller of Uncertain Nonlinear Systems.
IEEE Trans. Fuzzy Syst.
Jorge Cervantes, Wen Yu, Sergio Salazar, Isaac Chairez
2017 — conf
Type-2 fuzzy PID for active control of bidirectional structures.
CCE
Satyam Paul, Wen Yu
2017 — conf
Uncertain nonlinear system control with fuzzy differential equations and Z-numbers.
ICIT
Raheleh Jafari, Wen Yu
2017 — conf
Uncertain nonlinear system control with fuzzy differential equations and Z-numbers.
ICIT
Raheleh Jafari, Wen Yu
2016 J jnl
A Comparative Study That Measures Ball Mill Load Parameters Through Different Single-Scale and Multiscale Frequency Spectra-Based Approaches.
IEEE Trans. Ind. Informatics
Jian Tang, Tianyou Chai, Wen Yu, Zhuo Liu, Xiaojie Zhou
2016 — conf
Dynamic feedforward network architecture design based on information entropy.
CCE
Xiaoou Li, Zhaozhao Zhang, Wen Yu
2016 J jnl
Ellipsoid SLAM: a novel set membership method for simultaneous localization and mapping.
Auton. Robots
Wen Yu, Erik Zamora, Alberto Soria
2016 — conf
Feature selection based on concurrent projection to latent structures for high dimensional spectra data.
ICIA
Jian Tang, Tianyou Chai, Si-Zhao Joe Qin, Zhuo Liu, Wen Yu
2016 J jnl
Fuzzy Differential Equations for Nonlinear System Modeling With Bernstein Neural Networks.
IEEE Access
Raheleh Jafari, Wen Yu, Xiaoou Li
2016 — conf
Fuzzy output feedback control via sliding mode observer.
ICNSC
Wen Yu, Xiaoou Li
2016 B conf
Hierarchical dynamic neural networks for cascade system modeling with application to wastewater treatment.
IJCNN
Wen Yu, Xiaoou Li, Daniel Munoz Carrillo
2016 J jnl
Kernel latent features adaptive extraction and selection method for multi-component non-stationary signal of industrial mechanical device.
Neurocomputing
Jian Tang, Zhuo Liu, Jian Zhang, Zhiwei Wu, Tianyou Chai, Wen Yu
2016 B conf
Nonlinear system modeling with deep neural networks and autoencoders algorithm.
SMC
Erick De la Rosa, Wen Yu, Xiaoou Li
2016 J jnl
Novel Autonomous Navigation Algorithms in Dynamic and Unknown Environments.
Cybern. Syst.
Erik Zamora, Wen Yu
2016 C conf
Output based backstepping control for trajectory tracking of an Autonomous Underwater Vehicle.
ACC
Jorge Cervantes, Wen Yu, Sergio Salazar, Isaac Chairez, Rogelio Lozano
2016 J jnl
Randomized algorithms for nonlinear system identification with deep learning modification.
Inf. Sci.
Erick De la Rosa, Wen Yu
2016 J jnl
Robot trajectory generation using modified hidden Markov model and Lloyd's algorithm in joint space.
Eng. Appl. Artif. Intell.
Javier Garrido, Wen Yu, Xiaoou Li
2016 J jnl
Sliding mode control of wind-induced vibrations using fuzzy sliding surface and gain adaptation.
Int. J. Syst. Sci.
Suresh Thenozhi, Wen Yu
2016 B conf
Solving fuzzy differential equation with Bernstein neural networks.
SMC
Raheleh Jafari, Wen Yu, Xiaoou Li
2016 — conf
Stability analysis of wireless networked control with time-varying sampling period.
ICNSC
Wen Yu, Xiaoou Li
2016 — conf
Stable PID tracking control with application to a 7-DoF exoskeleton robot.
CCE
Edgar Garcia Avila, Wen Yu, Maarouf Saad, Jawhar Ghommam
2016 — conf
Stable active vibration control of building structure subjected to bidirectional earthquake.
CCE
Satyam Paul, Wen Yu
2016 J jnl
Structural Health Monitoring of Building Structures With Online Data Mining Methods.
IEEE Syst. J.
Xiaoou Li, Wen Yu, Salvador Villegas
2016 B conf
T-S fuzzy control based on Riccati differential equation.
FUZZ-IEEE
Wen Yu, Jorge Cervantes, Sergio Salazar
2015 — conf
A 3-D hand rehabilitation system using haptic device.
CCE
Alejandro Rodríguez, Xiaoou Li, Wen Yu
2015 — conf
Artificial neural network approach for solving strongly degenerate parabolic and burgers-fisher equations.
CCE
Raheleh Jafari, Wen Yu
2015 — conf
Bipedal walking control in dynamic environment using data mining techniques.
CCE
Williams Pantoja, Xiaoou Li, Wen Yu
2015 — conf
Data Stream Classification for Structural Health Monitoring via On-Line Support Vector Machines.
BigDataService
Xiaoou Li, Wen Yu
2015 — conf
Detection of building structure damage with support vector machine.
ICNSC
Salvador Villegas, Xiaoou Li, Wen Yu
2015 J jnl
Fuzzy control for uncertainty nonlinear systems with dual fuzzy equations.
J. Intell. Fuzzy Syst.
Raheleh Jafari, Wen Yu
2015 J jnl
Guest Editorial: Special issue on computational intelligence for industrial data processing and analysis.
Neurocomputing
Dianhui Wang, Wen Yu, Tianyou Chai
2015 J jnl
Human behavior learning for robot in joint space.
Neurocomputing
Javier Garrido, Wen Yu, Alberto Soria
2015 — conf
Modeling high dimensional frequency spectral data based on virtual sample generation technique.
ICIA
Jian Tang, Meiying Jia, Zhuo Liu, Tianyou Chai, Wen Yu
2015 J jnl
Multi-frequency signal modeling using empirical mode decomposition and PCA with application to mill load estimation.
Neurocomputing
Zhuo Liu, Tianyou Chai, Wen Yu, Jian Tang
2015 J jnl
Neural Feedback Passivity of Unknown Nonlinear Systems via Sliding Mode Technique.
IEEE Trans. Neural Networks Learn. Syst.
Wen Yu
2015 — conf
Nonlinear system identification using deep learning and randomized algorithms.
ICIA
Erick De la Rosa, Wen Yu, Xiaoou Li
2015 — conf
Path planning in unknown environment with kernel smoothing and reinforcement learning for multi-agent systems.
CCE
David Luviano Cruz, Wen Yu
2015 C conf
Restricted Boltzmann Machine for Nonlinear System Modeling.
ICMLA
Erick De la Rosa, Wen Yu
2015 B conf
Uncertainty Nonlinear Systems Control with Fuzzy Equations.
SMC
Raheleh Jafari, Wen Yu
2015 Misc conf
Uncertainty Nonlinear Systems Modeling with Fuzzy Equations.
IRI
Raheleh Jafari, Wen Yu
2014 — conf
A lower limb exoskeleton with hybrid actuation.
BioRob
Hipólito Aguilar-Sierra, Ricardo López, Wen Yu, Sergio Salazar, Rogelio Lozano
2014 — conf
Ellipsoid method for Simultaneous Localization and Mapping of mobile robot.
CDC
Erik Zamora, Wen Yu
2014 J jnl
Fast Support Vector Machine Classification for Large Data Sets.
Int. J. Comput. Intell. Syst.
Xiaoou Li, Wen Yu
2014 B conf
Fuzzy sliding surface control of wind-induced vibration.
FUZZ-IEEE
Suresh Thenozhi, Wen Yu
2014 B conf
Hybrid neural networks for gasoline blending system modeling.
IJCNN
Wen Yu, Xiaoou Li
2014 J jnl
Imbalanced data classification via support vector machines and genetic algorithms.
Connect. Sci.
Jair Cervantes, Xiaoou Li, Wen Yu
2014 C conf
Mobile robot navigation in dynamic and unknown environments.
CCA
Erik Zamora, Wen Yu
2014 — conf
Modular design and modeling of an upper limb exoskeleton.
BioRob
Javier Garrido, Wen Yu, Alberto Soria
2014 B conf
Multi-agent path planning in unknown environment with reinforcement learning and neural network.
SMC
David Luviano Cruz, Wen Yu
2014 B conf
Novel autonomous navigation algorithms in dynamic and unknown environments.
SMC
Erik Zamora, Wen Yu
2014 — conf
Numerical integrator for inertial sensors in smartphone with application to tele-manipulation of robot.
ICNSC
Xiaoou Li, Carlos Parga, Wen Yu, Montgomery Scott
2014 J jnl
Stable Neural Pid Anti-Swing Control For An Overhead Crane.
Intell. Autom. Soft Comput.
Wen Yu, Xiaoou Li, Francisco Panuncio Cruz
2014 J jnl
Support vector machine classification for large datasets using decision tree and Fisher linear discriminant.
Future Gener. Comput. Syst.
Asdrúbal López-Chau, Xiaoou Li, Wen Yu
2014 B conf
Trajectory generation in joint space using modified hidden Markov model.
RO-MAN
Javier Garrido, Wen Yu
2014 — conf
Wind turbine modeling with an analytic algorithm.
EAIS
José de Jesús Rubio, Luis Arturo Soriano, Wen Yu, Jaime Pacheco
2014 — conf
Wind turbine modeling with the slopes algorithm.
EAIS
José de Jesús Rubio, Luis Arturo Soriano, Wen Yu, Jaime Pacheco
2013 — conf
A New Approach to Detect Splice-Sites Based on Support Vector Machines and a Genetic Algorithm.
CIARP (2)
Jair Cervantes, De-Shuang Huang, Xiaoou Li, Wen Yu
2013 J jnl
A novel PID tuning method for robot control.
Ind. Robot
Wen Yu, Xiaoou Li, Roberto Carmona Rodriguez
2013 J jnl
Advances in modeling and vibration control of building structures.
Annu. Rev. Control.
Suresh Thenozhi, Wen Yu
2013 J jnl
Convex and concave hulls for classification with support vector machine.
Neurocomputing
Asdrúbal López-Chau, Xiaoou Li, Wen Yu
2013 J jnl
Large data sets classification using convex-concave hull and support vector machine.
Soft Comput.
Asdrúbal López-Chau, Xiaoou Li, Wen Yu
2013 J jnl
Modeling Load Parameters of Ball Mill in Grinding Process Based on Selective Ensemble Multisensor Information.
IEEE Trans Autom. Sci. Eng.
Jian Tang, Tianyou Chai, Wen Yu, Lijie Zhao
2013 J jnl
Neural PID Control of Robot Manipulators With Application to an Upper Limb Exoskeleton.
IEEE Trans. Cybern.
Wen Yu, Jacob Rosen
2013 C conf
Neural PID admittance control of a robot.
ACC
Wen Yu, Roberto Carmona Rodriguez, Xiaoou Li
2013 — conf
Neural passivity control of nonlinear multivariable systems.
CDC
Wen Yu, Xiaoou Li
2013 J jnl
On-line modeling via fuzzy support vector machines and neural networks.
J. Intell. Fuzzy Syst.
Xiaoou Li, Wen Yu, Xiaoli Li
2013 B conf
Robust feedback passivity via dynamic neural networks.
IJCNN
Francisco Panuncio Cruz, Wen Yu
2013 — conf
Robust observers for a class of uncertainty nonlinear systems.
CDC
Wen Yu, Xiaoou Li
2013 B conf
Smartphone-Based Human Machine Interface with Application to Remote Control of Robot Arm.
SMC
Carlos Parga, Xiaoou Li, Wen Yu
2013 — conf
Stable neural PID anti-swing control for an overhead crane.
ISIC
Francisco Panuncio Cruz, Wen Yu, Xiaoou Li
2013 B conf
Using Genetic Algorithm to Improve Classification Accuracy on Imbalanced Data.
SMC
Jair Cervantes, Xiaoou Li, Wen Yu
2012 Misc conf
A novel numerical integrator for structural control and monitoring.
IRI
Suresh Thenozhi, Wen Yu, Rubén Garrido
2012 J jnl
Anti-Swing Control For An Overhead Crane With Fuzzy Compensation.
Intell. Autom. Soft Comput.
Xiaoou Li, Wen Yu
2012 — conf
Convex-Concave Hull for Classification with Support Vector Machine.
ICDM Workshops
Asdrúbal López-Chau, Xiaoou Li, Wen Yu
2012 B conf
Data Selection Using Decision Tree for SVM Classification.
ICTAI
Asdrúbal López-Chau, Lourdes López-García, Jair Cervantes, Xiaoou Li, Wen Yu
2012 J jnl
Fast classification for large data sets via random selection clustering and Support Vector Machines.
Intell. Data Anal.
Xiaoou Li, Jair Cervantes, Wen Yu
2012 — conf
Haar wavelet neural networks for nonlinear system identification.
ISIC
Juan Jose Cordova, Wen Yu, Xiaoou Li
2012 J jnl
Modeling Component Concentrations of Sodium Aluminate Solution Via Hammerstein Recurrent Neural Networks.
IEEE Trans. Control. Syst. Technol.
Wei Wang, Tianyou Chai, Wen Yu, Hong Wang, Chun-Yi Su
2012 J jnl
On-line principal component analysis with application to process modeling.
Neurocomputing
Jian Tang, Wen Yu, Tianyou Chai, Lijie Zhao
2012 C conf
Robot PD control with parallel/serial neural network and sliding mode compensations.
CCA
Debbie Hernández, Wen Yu, Xiaoou Li
2012 — conf
Selective Ensemble Modeling Parameters of Mill Load Based on Shell Vibration Signal.
ISNN (1)
Jian Tang, Lijie Zhao, Jia Long, Tianyou Chai, Wen Yu
2012 J jnl
Soft sensor for parameters of mill load based on multi-spectral segments PLS sub-models and on-line adaptive weighted fusion algorithm.
Neurocomputing
Jian Tang, Tianyou Chai, Lijie Zhao, Wen Yu, Heng Yue
2012 — conf
Stable PID control for robot manipulators with neural compensation.
CDC
Wen Yu, Xiaoou Li
2012 J jnl
Two Types of Haar Wavelet Neural Networks for Nonlinear System Identification.
Neural Process. Lett.
Juan Jose Cordova, Wen Yu
2011 — conf
A systematic tunning method of PID controller for robot manipulators.
ICCA
Xiaoou Li, Wen Yu
2011 J jnl
Automated nonlinear system modelling with multiple neural networks.
Int. J. Syst. Sci.
Wen Yu, Kang Li, Xiaoou Li
2011 — conf
Border Samples Detection for Data Mining Applications Using Non Convex Hulls.
MICAI (2)
Asdrúbal López-Chau, Xiaoou Li, Wen Yu, Jair Cervantes, Pedro Mejía-Alvarez
2011 — conf
KPCA based multi-spectral segments feature extraction and GA based Combinatorial optimization for frequency spectrum data modeling.
CDC/ECC
Jian Tang, Tianyou Chai, Wen Yu, Lijie Zhao, Si-Zhao Joe Qin
2011 — conf
Modeling and neuro control for multicomponent nonideal distillation column.
ICCA
Xiaoou Li, Wen Yu
2011 — conf
Modeling via on-line clustering and fuzzy support vector machines for nonlinear system.
CDC/ECC
Julio César Tovar, Wen Yu, Floriberto Ortiz Rodriguez, Carlos Roman Mariaca, José de Jesús Rubio
2011 B conf
Neural PD control with second-order sliding mode compensation for robot manipulators.
IJCNN
Debbie Hernández, Wen Yu, Marco A. Moreno-Armendáriz
2011 B conf
Optimization of fixed Wavelet Neural Networks.
IJCNN
Juan Jose Cordova, Wen Yu
2011 J jnl
PCA and neural networks-based soft sensing strategy with application in sodium aluminate solution.
J. Exp. Theor. Artif. Intell.
Wei Wang, Wen Yu, Lijie Zhao, Tianyou Chai
2011 C conf
PID admittance control for an upper limb exoskeleton.
ACC
Wen Yu, Jacob Rosen, Xiaoou Li
2011 J jnl
Stable adaptive compensation with fuzzy CMAC for an overhead crane.
Inf. Sci.
Wen Yu, Marco A. Moreno-Armendáriz, Floriberto Ortiz Rodriguez
2011 J jnl
Two-stage neural sliding-mode control of magnetic levitation in minimal invasive surgery.
Neural Comput. Appl.
Wen Yu, Francisco Panuncio Cruz, Xiaoou Li
2010 Misc conf
A Novel SVM Classification Method for Large Data Sets.
GrC
Xiaoou Li, Jair Cervantes, Wen Yu
2010 — conf
A novel linear PID controller for an upper limb exoskeleton.
CDC
Wen Yu, Jacob Rosen
2010 J jnl
Automated Nonlinear System Modeling with Multiple Fuzzy Neural Networks and Kernel Smoothing.
Int. J. Neural Syst.
Wen Yu, Xiaoou Li
2010 J jnl
Cascade Process Modeling with Mechanism-Based Hierarchical Neural Networks.
Int. J. Neural Syst.
Qiumei Cong, Wen Yu, Tianyou Chai
2010 — conf
Discrete-time neural control without projection for a class of nonlinear systems.
ISIC
Wen Yu, Xiaoou Li
2010 — conf
Estimation of component concentrations of sodium aluminate solution via PLS and Hammerstein recurrent neural networks.
IWACI
Wei Wang, Lijie Zhao, Tianyou Chai, Wen Yu
2010 J jnl
Fuzzy modelling via on-line support vector machines.
Int. J. Syst. Sci.
Wen Yu
2010 J jnl
Modeling and Adaptive Control with Fuzzy Neural Networks - Selected Papers from the 6th International Symposium on Neural Networks.
Neurocomputing
Wen Yu, Bao-Liang Lu
2010 — ch.
Modeling of Crude Oil Blending via Discrete-Time Neural Networks.
Applications of Neural Networks in High Assurance Systems
Xiaoou Li, Wen Yu
2010 — conf
Modeling of operating parameters for wet ball mill by modified GA-KPLS.
IWACI
Jian Tang, Wen Yu, Lijie Zhao, Heng Yue, Tianyou Chai
2010 — conf
Modelling of mill load for wet ball mill via GA and SVM based on spectral feature.
BIC-TA
Lijie Zhao, Jian Tang, Wen Yu, Heng Yue, Tianyou Chai
2010 B conf
Multiple fuzzy neural networks modeling with sparse data.
FUZZ-IEEE
Israel Cruz-Vega, Wen Yu, Juan Jose Cordova
2010 J jnl
Multiple fuzzy neural networks modeling with sparse data.
Neurocomputing
Israel Cruz-Vega, Wen Yu
2010 C conf
Neural Sliding Mode Control for Magnetic Levitation Systems.
CCA
Xiaoou Li, Wen Yu
2010 Misc conf
Neural modeling with automatic structure selection.
IRI
Xiaoou Li, Wen Yu
2010 B conf
Recurrent wavelets neural networks learning via dead zone Kalman filter.
IJCNN
Juan Jose Cordova, Wen Yu
2010 — conf
Support vector candidates pre selection strategy based on non convex hulls.
CCE
Asdrúbal López-Chau, Xiaoou Li, Wen Yu, Jair Cervantes
2009 J jnl
A Novel Fuzzy-Neural-Network Modeling Approach to Crude-Oil Blending.
IEEE Trans. Control. Syst. Technol.
Wen Yu
2009 — ed.
Advances in Neural Networks - ISNN 2009, 6th International Symposium on Neural Networks, ISNN 2009, Wuhan, China, May 26-29, 2009, Proceedings, Part I
ISNN (1)
Wen Yu, Haibo He, Nian Zhang
2009 — ed.
Advances in Neural Networks - ISNN 2009, 6th International Symposium on Neural Networks, ISNN 2009, Wuhan, China, May 26-29, 2009, Proceedings, Part II
ISNN (2)
Wen Yu, Haibo He, Nian Zhang
2009 — ed.
Advances in Neural Networks - ISNN 2009, 6th International Symposium on Neural Networks, ISNN 2009, Wuhan, China, May 26-29, 2009, Proceedings, Part III
ISNN (3)
Wen Yu, Haibo He, Nian Zhang
2009 J jnl
Neural network training with optimal bounded ellipsoid algorithm.
Neural Comput. Appl.
José de Jesús Rubio, Wen Yu, Andrés Ferreyra
2009 B conf
Neural sliding mode control with finite time convergence.
IJCNN
Wen Yu, Xiaoou Li
2009 J jnl
Online fuzzy modeling with structure and parameter learning.
Expert Syst. Appl.
Wen Yu, Xiaoou Li
2009 J jnl
Recurrent Neural Networks Training With Stable Bounding Ellipsoid Algorithm.
IEEE Trans. Neural Networks
Wen Yu, José de Jesús Rubio
2009 J jnl
Robust Stability of Cohen-Grossberg Neural Networks via State Transmission Matrix.
IEEE Trans. Neural Networks
Zhanshan Wang, Huaguang Zhang, Wen Yu
2009 J jnl
Robust stability criteria for interval Cohen-Grossberg neural networks with time varying delay.
Neurocomputing
Zhanshan Wang, Huaguang Zhang, Wen Yu
2009 J jnl
Some novel analysis and learning methods for neural networks - Selected papers from the 5th International Symposium on Neural Networks.
Neurocomputing
Wen Yu, Xiangjie Liu
2009 B conf
Splice Site Detection in DNA Sequences Using a Fast Classification Algorithm.
SMC
Jair Cervantes, Xiaoou Li, Wen Yu
2009 B conf
Stable fourier neural networks with application to modeling lettuce growth.
IJCNN
Juan Jose Cordova, Wen Yu
2008 J jnl
A Data Reduction Algorithm Based on Support Vector Machines.
Res. Comput. Sci.
Jair Cervantes, Farid García, Xiaoou Li, Wen Yu
2008 — ed.
Advances in Neural Networks - ISNN 2008, 5th International Symposium on Neural Networks, ISNN 2008, Beijing, China, September 24-28, 2008, Proceedings, Part I
ISNN (1)
Fuchun Sun, Jianwei Zhang, Ying Tan, Jinde Cao, Wen Yu
2008 — ed.
Advances in Neural Networks - ISNN 2008, 5th International Symposium on Neural Networks, ISNN 2008, Beijing, China, September 24-28, 2008, Proceedings, Part II
ISNN (2)
Fuchun Sun, Jianwei Zhang, Ying Tan, Jinde Cao, Wen Yu
2008 B conf
Automated fuzzy neural networks for nonlinear system identification.
FUZZ-IEEE
Julio César Tovar, Wen Yu
2008 J jnl
Chaotic Synchronization and Secure Communication via Sliding-Mode Observer.
Int. J. Bifurc. Chaos
Rafael Martínez-Guerra, Wen Yu
2008 — conf
Discrete-time sliding mode neural observer for continuous time mechanical systems.
CDC
Juan Resendiz, Wen Yu, Leonid M. Fridman
2008 J jnl
Hierarchical Fuzzy CMAC for Nonlinear Systems Modeling.
IEEE Trans. Fuzzy Syst.
Wen Yu, Floriberto Ortiz Rodriguez, Marco A. Moreno-Armendáriz
2008 — conf
Multi-Class SVM for Large Data Sets Considering Models of Classes Distribution.
DMIN
Jair Cervantes, Xiaoou Li, Wen Yu
2008 J jnl
Neural networks for control, robotics and diagnostics.
Neural Comput. Appl.
Changyin Sun, Wen Yu
2008 J jnl
Non-linear system modelling via online clustering and fuzzy support vector machines.
Int. J. Model. Identif. Control.
Julio César Tovar, Wen Yu
2008 J jnl
Nonlinear Systems Identification via Two Types of Recurrent Fuzzy CMAC.
Neural Process. Lett.
Floriberto Ortiz Rodriguez, Wen Yu, Marco A. Moreno-Armendáriz
2008 — conf
On-Line Modeling Via Fuzzy Support Vector Machines.
MICAI
Julio César Tovar, Wen Yu
2008 J jnl
On-line fuzzy modeling via clustering and support vector machines.
Inf. Sci.
Wen Yu, Xiaoou Li
2008 B conf
Robust adaptive control via neural linearization and four types of compensation.
IJCNN
Wen Yu, Xiaoou Li
2008 B conf
Support Vector classification for large data sets by reducing training data with change of classes.
SMC
Jair Cervantes, Xiaoou Li, Wen Yu
2008 J jnl
Support vector machine classification for large data sets via minimum enclosing ball clustering.
Neurocomputing
Jair Cervantes, Xiaoou Li, Wen Yu, Kang Li
2008 J jnl
Two-Stage Neural Observer for Mechanical Systems.
IEEE Trans. Circuits Syst. II Express Briefs
Juan Resendiz, Wen Yu, Leonid M. Fridman
2007 C conf
A Hybrid Approach for Automatic Generation of Fuzzy Inference Systems without Supervised Learning.
ACC
Yi Zhou, Meng Joo Er, Wen Yu
2007 — conf
Anti-swing control with hierarchical fuzzy CMAC compensation for an overhead crane.
ISIC
Floriberto Ortiz-Rodríguez, Wen Yu, Marco A. Moreno-Armendáriz
2007 — conf
Fuzzy Modeling Via On-Line Clustering and Support Vector Machine.
ICIC (3)
Julio César Tovar, Wen Yu, Xiaoou Li
2007 C conf
Fuzzy neural modeling via clustering and support vector machines.
CCA
Julio César Tovar, Wen Yu
2007 — conf
Integrated Analytic Framework for Neural Network Construction.
ISNN (2)
Kang Li, Jian Xun Peng, Minrui Fei, Xiaoou Li, Wen Yu
2007 — conf
Neural Networks Training with Optimal Bounded Ellipsoid Algorithm.
ISNN (1)
José de Jesús Rubio, Wen Yu
2007 C conf
Neural identification based on sliding mode observer.
CCA
Xiaoou Li, Wen Yu
2007 J jnl
Nonlinear system identification with recurrent neural networks and dead-zone Kalman filter algorithm.
Neurocomputing
José de Jesús Rubio, Wen Yu
2007 B conf
Nonlinear systems identification via two types of recurrent fuzzy CMAC.
IJCNN
Floriberto Ortiz Rodriguez, Wen Yu, Marco A. Moreno-Armendáriz
2007 J jnl
Passivity Analysis of Dynamic Neural Networks with Different Time-scales.
Neural Process. Lett.
Wen Yu, Xiaoou Li
2007 — conf
Recurrent Fuzzy CMAC for Nonlinear System Modeling.
ISNN (1)
Floriberto Ortiz Rodriguez, Wen Yu, Marco A. Moreno-Armendáriz, Xiaoou Li
2007 C conf
Recurrent fuzzy CMAC in hierarchical form for dynamic system identification.
ACC
Floriberto Ortiz Rodriguez, Wen Yu, Marco A. Moreno-Armendáriz
2007 — conf
Recurrent fuzzy neural networks for nonlinear system identification.
ISIC
Wen Yu, Xiaoou Li
2007 C conf
Recurrent neural networks training with optimal bounded ellipsoid algorithm.
ACC
José de Jesús Rubio, Wen Yu
2007 J jnl
Robust exponential stability analysis of neural networks with multiple time delays.
Neurocomputing
Zhanshan Wang, Huaguang Zhang, Wen Yu
2007 J jnl
Stability Analysis of Nonlinear System Identification via Delayed Neural Networks.
IEEE Trans. Circuits Syst. II Express Briefs
José de Jesús Rubio, Wen Yu
2007 J jnl
Stable antiswing PD control for overhead crane systems with velocity estimation and uncertainties compensation.
Int. J. Autom. Control.
Rigoberto Toxqui, Wen Yu, Xiaoou Li
2007 J jnl
System identification using hierarchical fuzzy neural networks with stable learning algorithm.
J. Intell. Fuzzy Syst.
Wen Yu, Marco A. Moreno-Armendáriz, Floriberto Ortiz Rodriguez
2007 B conf
Two-stage svm classification for large data sets via randomly reducing and recovering training data.
SMC
Xiaoou Li, Jair Cervantes, Wen Yu
2006 C conf
A new discrete-time sliding-mode control with neural identification.
ACC
José de Jesús Rubio, Wen Yu, Andrés Ferreyra
2006 B conf
Anti-swing control for overhead crane with neural compensation.
IJCNN
Rigoberto Toxqui, Wen Yu, Xiaoou Li
2006 — conf
Discrete-Time Sliding-Mode Control Based on Neural Networks.
ISNN (2)
José de Jesús Rubio, Wen Yu
2006 B conf
Fuzzy Neural Identification by Online Clustering with Application on Crude Oil Blending.
FUZZ-IEEE
Wen Yu, Xiaoou Li
2006 J jnl
Multiple recurrent neural networks for stable adaptive control.
Neurocomputing
Wen Yu
2006 — conf
PD Control of Overhead Crane Systems with Neural Compensation.
ISNN (2)
Rigoberto Toxqui, Wen Yu, Xiaoou Li
2006 — conf
Passivity Analysis for Neuro Identifier with Different Time-Scales.
ICIC (1)
Alejandro Cruz Sandoval, Wen Yu, Xiaoou Li
2006 — conf
Passivity Analysis of Dynamic Neural Networks with Different Time-Scales.
ISNN (1)
Alejandro Cruz Sandoval, Wen Yu
2006 J jnl
Pd Control of robot with velocity estimation and uncertainties compensation.
Int. J. Robotics Autom.
Wen Yu, Xiaoou Li
2006 J jnl
Some New Stability Properties of Dynamic Neural Networks with Different Time-scales.
Int. J. Neural Syst.
Wen Yu, Alejandro Cruz Sandoval
2006 B conf
Some stability properties of dynamic neural networks with different time-scales.
IJCNN
Alejandro Cruz Sandoval, Wen Yu, Xiaoou Li
2006 — conf
Support Vector Machine Classification Based on Fuzzy Clustering for Large Data Sets.
MICAI
Jair Cervantes, Xiaoou Li, Wen Yu
2006 — conf
System Identification Using Hierarchical Fuzzy CMAC Neural Networks.
ICIC (2)
Floriberto Ortiz Rodriguez, Wen Yu, Marco A. Moreno-Armendáriz
2006 — conf
Training Cellular Neural Networks with Stable Learning Algorithm.
ISNN (1)
Marco A. Moreno-Armendáriz, Giovanni Egidio Pazienza, Wen Yu
2005 C conf
A new fuzzy visual servoing with application to robot manipulator.
ACC
Marco A. Moreno-Armendáriz, Wen Yu
2005 C conf
Continuous-time recurrent multilayer perceptrons for nonlinear system identification.
CCA
Wen Yu, Xiaoou Li
2005 — conf
Dead-zone Kalman filter algorithm for recurrent neural networks.
CDC/ECC
José de Jesús Rubio, Wen Yu
2005 J jnl
High-gain observer for chaotic synchronization and secure communication.
Int. J. Commun. Syst.
Wen Yu
2005 J jnl
Neural networks for the optimization of crude oil blending.
Int. J. Neural Syst.
Wen Yu, América Morales
2005 B conf
On-Line Clustering for Nonlinear System Identification Using Fuzzy Neural Networks.
FUZZ-IEEE
Wen Yu, Andrés Ferreyra
2005 B conf
Recurrent neural networks training with stable risk-sensitive Kalman filter algorithm.
IJCNN
Wen Yu, José de Jesús Rubio, Xiaoou Li
2005 J jnl
Robust Visual Servoing of Robot Manipulators with Neuro Compensation.
J. Frankl. Inst.
Wen Yu, Marco A. Moreno-Armendáriz
2005 C conf
Stability analysis of PD regulation for ball and beam system.
CCA
Wen Yu, Floriberto Ortiz Rodriguez
2005 J jnl
State-Space Recurrent Fuzzy Neural Networks for Nonlinear System Identification.
Neural Process. Lett.
Wen Yu
2005 — conf
System identification using hierarchical fuzzy neural networks with stabel learnig algorithms.
CDC/ECC
Wen Yu, Marco A. Moreno-Armendáriz
2004 J jnl
Fuzzy identification using fuzzy neural networks with stable learning algorithms.
IEEE Trans. Fuzzy Syst.
Wen Yu, Xiaoou Li
2004 B conf
Modelling of gasoline blending via discrete-time neural networks.
IJCNN
Wen Yu, Marco Antonio Moreno-Armendáriz, Eduardo Gómez-Ramírez
2004 J jnl
Nonlinear system identification using discrete-time recurrent neural networks with stable learning algorithms.
Inf. Sci.
Wen Yu
2004 — conf
Optimization of crude oil blending with neural networks.
CDC
Wen Yu, José de Jesús Rubio, América Morales
2004 — conf
Robust Adaptive Control Using Neural Networks and Projection.
ISNN (2)
Xiaoou Li, Wen Yu
2004 — conf
System Identification Using Adjustable RBF Neural Network with Stable Learning Algorithms.
ISNN (2)
Wen Yu, Xiaoou Li
2004 — conf
System identification with state-space recurrent fuzzy neural networks.
CDC
Wen Yu, Andrés Ferreyra
2004 — conf
Visual servoing with velocity observer and neural compensation.
ISIC
Wen Yu, Xiaoou Li
2003 — conf
Discrete-time nonlinear system identification using recurrent neural networks.
CDC
Wen Yu, Xiaoou Li
2003 C conf
Fuzzy neural modeling using stable learning algorithm.
ACC
Wen Yu, Xiaoou Li
2003 — conf
Stable Fuzzy Identification using Recurrent Fuzzy Neural Networks.
Neural Networks and Computational Intelligence
Wen Yu, Xiaoou Li
2002 C conf
Adaptive control with multiple neural networks.
ACC
Wen Yu, Xiaoou Li
2002 J jnl
Chemical Process Identification with Multiple Neural Networks.
Int. J. Comput. Eng. Sci.
Wen Yu, Xiaoou Li
2002 J jnl
Dynamic system identification via recurrent multilayer perceptron.
Inf. Sci.
Xiaoou Li, Wen Yu
2002 J jnl
Minimax control for discrete-time time-varying stochastic systems.
Autom.
Xianping Guo, Wen Yu, Xiaoou Li
2001 — conf
PD control of robot with velocity estimation and uncertainties compensation.
CDC
Wen Yu, Xiaoou Li
2001 J jnl
Some new results on system identification with dynamic neural networks.
IEEE Trans. Neural Networks
Wen Yu, Xiaoou Li
2000 C conf
A high-gain observer-based PD control for robot manipulator.
ACC
José Antonio Heredia, Wen Yu
2000 J jnl
Dynamic knowledge inference and learning under adaptive fuzzy Petri net framework.
IEEE Trans. Syst. Man Cybern. Part C
Xiaoou Li, Wen Yu, Felipe Lara-Rosano
2000 — conf
Output trajectory tracking using dynamic neural networks.
CDC
Alexander S. Poznyak, Edgar N. Sánchez, Orlando Palma, Wen Yu
2000 — conf
PD Control of Robot with RBF Networks Compensation.
IJCNN (5)
Wen Yu, José Antonio Heredia
2000 C conf
Passive properties of dynamic neural networks.
ACC
Wen Yu, Xiaoou Li
2000 — conf
Passivity properties of neuro-identifier.
CDC
Wen Yu, Xiaoou Li
1999 — conf
Adaptive control of arbitrary nonlinear inputs with feedforward compensation.
ECC
Wen Yu, Manuel de la Sen
1999 B conf
Dynamic multilayer neural network for nonlinear system identification.
IJCNN
Edgar N. Sánchez, Alexander S. Poznyak, Wen Yu
1999 A* conf
Neural Adaptive Control of Two-Link Manipulator with Sliding Mode Compensation.
ICRA
Wen Yu, Alexander S. Poznyak, Edgar N. Sánchez
1999 J jnl
Nonlinear adaptive trajectory tracking using dynamic neural networks.
IEEE Trans. Neural Networks
Alexander S. Poznyak, Wen Yu, Edgar N. Sánchez, José P. Pérez
1999 — conf
Passivity feedback equivalence of nonlinear systems via neural networks approximation.
ECC
Rafael Castro-Linares, Wen Yu, Alexander S. Poznyak
1999 — conf
Robust adaptive control for multicomponent distillation column via dynamic neural network.
ECC
Wen Yu, Alexander S. Poznyak, Jaime Alvarez
1999 B conf
System identification with partial-state measurement via dynamic multilayer neural networks.
IJCNN
Wen Yu, Alexander S. Poznyak
1998 J jnl
A new adaptive control scheme with arbitrary nonlinear inputs.
Int. J. Syst. Sci.
Wen Yu, Manuel de la Sen