Deep Extreme Learning Machines Based Two-Phase Spatiotemporal Modeling for Distributed Parameter Systems

Sampling-Interval-Aware LSTM for Industrial Process Soft Sensing of Dynamic Time Sequences With Irregular Sampling Measurements

(2021) Xiaofeng Yuan et al.   IEEE SENSORS JOURNAL

Vibration Control of a High-Rise Building Structure: Theory and Experiment

(2021) Yuhua Song et al.   IEEE-CAA Journal of Automatica Sinica

Backstepping-based distributed abnormality localization for linear parabolic distributed parameter systems

(2021) Yun Feng et al.   AUTOMATICA

Dual Separation-Based Spatiotemporal Modeling Methodology for Battery Thermal Process Under Nonhomogeneous Boundary Conditions

(2021) Yu Zhou et al.   IEEE Transactions on Transportation Electrification

Deep Learning With Spatiotemporal Attention-Based LSTM for Industrial Soft Sensor Model Development

(2020) Xiaofeng Yuan et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Unsupervised feature selection based extreme learning machine for clustering

(2019) Jichao Chen et al.   NEUROCOMPUTING

Nonlinear Dynamic Soft Sensor Modeling With Supervised Long Short-Term Memory Network

(2019) Xiaofeng Yuan et al.   IEEE Transactions on Industrial Informatics

Dimension Embedded Basis Function for Spatiotemporal Modeling of Distributed Parameter System

(2019) Li-Qun Chen et al.   IEEE Transactions on Industrial Informatics

Local properties embedding based nonlinear spatiotemporal modeling for Lithium-ion battery thermal process

(2018) Kang Kang Xu et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

ISOMAP-Based Spatiotemporal Modeling for Lithium-Ion Battery Thermal Process

(2018) Kang-Kang Xu et al.   IEEE Transactions on Industrial Informatics

Extreme Learning Machine for Joint Embedding and Clustering

(2018) Tianchi Liu et al.   NEUROCOMPUTING

Kernel-Based Multilayer Extreme Learning Machines for Representation Learning

(2018) Chi Man Wong et al.   IEEE Transactions on Neural Networks and Learning Systems

Iterative Learning Control for a Flapping Wing Micro Aerial Vehicle Under Distributed Disturbances

(2018) Wei He et al.   IEEE Transactions on Cybernetics

Evolutionary design of spatiotemporal leaning model for thermal distribution in Lithium-ion batteries

(2018)   IEEE Transactions on Industrial Informatics

Dominant-modes-based Sliding Mode Observer for Estimation of Temperature Distribution in Rapid Thermal Processing System

(2018) Tengfei Xiao et al.   IEEE Transactions on Industrial Informatics

Detection and Spatial Identification of Fault for Parabolic Distributed Parameter Systems

(2018) Yun Feng et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Online Spatiotemporal Extreme Learning Machine for Complex Time-Varying Distributed Parameter Systems

(2017) Xinjiang Lu et al.   IEEE Transactions on Industrial Informatics

Boundary Vibration Control of Variable Length Crane Systems in Two-Dimensional Space With Output Constraints

(2017) Xiuyu He et al.   IEEE-ASME TRANSACTIONS ON MECHATRONICS

Probabilistic Regularized Extreme Learning Machine for Robust Modeling of Noise Data

(2017) XinJiang Lu et al.   IEEE Transactions on Cybernetics

A Sensitivity-Based Group-Wise Parameter Identification Algorithm for the Electric Model of Li-Ion Battery

(2017) Wen-Jing Shen et al.   IEEE Access

A Novel Spatiotemporal LS-SVM Method for Complex Distributed Parameter Systems With Applications to Curing Thermal Process

(2016) Xinjiang Lu et al.   IEEE Transactions on Industrial Informatics

Denoising Laplacian multi-layer extreme learning machine

(2016) Nan Zhang et al.   NEUROCOMPUTING

An Efficient Leave-One-Out Cross-Validation-Based Extreme Learning Machine (ELOO-ELM) With Minimal User Intervention

(2016) Zhifei Shao et al.   IEEE Transactions on Cybernetics

Deep Learning-Based Model Reduction for Distributed Parameter Systems

(2016) Mingliang Wang et al.   IEEE Transactions on Systems Man Cybernetics-Systems

A Matlab toolbox for Global Sensitivity Analysis

(2015) Francesca Pianosi et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Knowledge Acquisition Method Based on Singular Value Decomposition for Human Motion Analysis

(2014) Yinlai Jiang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Optimal control of a parabolic distributed parameter system via radial basis functions

(2013) J.A. Rad et al.   Communications in Nonlinear Science and Numerical Simulation

Optimal combination of spatial basis functions for the model reduction of nonlinear distributed parameter systems

(2012) Mian Jiang et al.   Communications in Nonlinear Science and Numerical Simulation

Time Domain Model Order Reduction of General Orthogonal Polynomials for Linear Input-Output Systems

(2011) Yao-Lin Jiang et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Extreme Learning Machine for Regression and Multiclass Classification

(2011) Guang-Bin Huang et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Global nonlinear distributed-parameter model of parametrically excited piezoelectric energy harvesters

(2011) A. Abdelkefi et al.   NONLINEAR DYNAMICS

Extreme learning machines: a survey

(2011) Guang-Bin Huang et al.   International Journal of Machine Learning and Cybernetics