Haikun Wei

发表

Dynamics of Learning Near Singularities in Layered Networks

Shun-ichi Amari, Haikun Wei, Florent Cousseau, 2008, Neural Computation.

Dynamics of learning near singularities in radial basis function networks

Shun-ichi Amari, Haikun Wei, S. Amari, 2008, Neural Networks.

A Gaussian process regression based hybrid approach for short-term wind speed prediction

Haikun Wei, Tianhong Liu, Kanjian Zhang, 2016 .

Clear-sky model for wavelet forecast of direct normal irradiance

Haikun Wei, Kanjian Zhang, Xin Zhao, 2017 .

Controller synthesis for constrained discrete-time switched positive linear systems

Guochen Pang, Haikun Wei, Kanjian Zhang, 2016 .

OPTIMAL CONTROL FOR SWITCHED DELAY SYSTEMS

Haikun Wei, Shengtao Li, Kanjian Zhang, 2014 .

Singularities in the parameter identification of nonlinear dynamic systems

Kanjian Zhang, Haikun Wei, Junsheng Zhao, 2014, CCC 2014.

The Engineering Application of Improved Alternating Direction Method for Solving Power Systems Multi-Area Dispatch Problem

S. Fei, Haikun Wei, Yaming Ren, 2015 .

Measurement algorithm of notch length of plastic parts based on video

Kanjian Zhang, Haikun Wei, J. Tao, 2022, Measurement Science and Technology.

A Data-driven Clear Sky Model for Direct Normal Irradiance

Kanjian Zhang, Haikun Wei, Xin Zhao, 2018, Journal of Physics: Conference Series.

Sensitivity analysis of optimal control problems for switched systems

Kanjian Zhang, Haikun Wei, Xiaomei Liu, 2014, The 26th Chinese Control and Decision Conference (2014 CCDC).

Micro-cracks Detection of Polycrystalline Solar Cells with Transfer Learning

Kanjian Zhang, Haikun Wei, Nawei Zhang, 2020 .

Modified U-Net based photovoltaic array extraction from complex scene in aerial infrared thermal imagery

Kanjian Zhang, Haikun Wei, Yiping Jiao, 2022, Solar Energy.

Measurement algorithm of notch length of vehicle accessories based on contour points

Kanjian Zhang, Haikun Wei, J. Tao, 2022, Other Conferences.

Strolling in Room-Scale VR: Hex-Core-MK1 Omnidirectional Treadmill

Kanjian Zhang, Haikun Wei, Ziyao Wang, 2022, ArXiv.

Sample-Efficient Kernel Mean Estimator with Marginalized Corrupted Data

Mingming Gong, Tongliang Liu, Haikun Wei, 2022, Knowledge Discovery and Data Mining.

Ensemble learning based multi-modal intra-hour irradiance forecasting

Kanjian Zhang, Haikun Wei, Shuo Shan, 2022, Energy Conversion and Management.

Temperature Estimation of Partially Shaded Photovoltaic Modules Using a Multiphysics Model

Kanjian Zhang, Haikun Wei, Yu Shen, 2022, IEEE Journal of Photovoltaics.

Series DC Arc Fault Detection in Photovoltaic System Based on Multi-feature Fusion and SVM

Kanjian Zhang, Haikun Wei, Pengpeng Chu, 2021, 2021 11th International Conference on Power and Energy Systems (ICPES).

Optimal timing control of switched stochastic systems

Shumin Fei, Kan-Jian Zhang, Haikun Wei, 2015, IMA J. Math. Control. Inf..

Intra-hour PV Power Forecasting based on Multi-source Data and PSC-SVR Model

Kanjian Zhang, Haikun Wei, Kai Wang, 2022, 2022 41st Chinese Control Conference (CCC).

Robust epileptic seizure prediction with missing values using an improved denoising adversarial autoencoder

Kanjian Zhang, Haikun Wei, Peizhen Peng, 2022, 2022 4th International Conference on Image, Video and Signal Processing.

Industrial time series forecasting based on improved Gaussian process regression

Kanjian Zhang, Haikun Wei, Tianhong Liu, 2020, Soft Computing.

Averaged learning equations of error-function-based multilayer perceptrons

Kanjian Zhang, Haikun Wei, Junsheng Zhao, 2014, Neural Computing and Applications.

Temporal Difference-Based Policy Iteration for Optimal Control of Stochastic Systems

K. Cheng, Kanjian Zhang, S. Fei, 2013, Journal of Optimization Theory and Applications.

Potential-Based Least-Squares Policy Iteration for a Parameterized Feedback Control System

K. Cheng, Kanjian Zhang, S. Fei, 2015, Journal of Optimization Theory and Applications.

Estimating Climate Feedbacks Using a Neural Network

Haikun Wei, Tingting Zhu, Yi Huang, 2019, Journal of Geophysical Research: Atmospheres.

Short-term wind speed forecasting using empirical mode decomposition and feature selection

Tingting Zhu, Chi Zhang, Haikun Wei, 2016 .

Time series forecasting based on wavelet decomposition and feature extraction

Chi Zhang, Kan-Jian Zhang, Haikun Wei, 2016, Neural Computing and Applications.

Fisher Information Matrix of Unipolar Activation Function-Based Multilayer Perceptrons

Aiguo Song, Haikun Wei, Jaime Rubio Hervas, 2019, IEEE Transactions on Cybernetics.

Stability analysis of opposite singularity in multilayer perceptrons

Aiguo Song, Kan-Jian Zhang, Haikun Wei, 2017, Neurocomputing.

Influence Area of Overlap Singularity in Multilayer Perceptrons

Yuan Yang, Aiguo Song, Guochen Pang, 2018, IEEE Access.

Numerical Analysis near Singularities in RBF Networks

Hai Wang, Kan-Jian Zhang, Yew-Soon Ong, 2018, J. Mach. Learn. Res..

Theoretical and numerical analysis of learning dynamics near singularity in multilayer perceptrons

Kan-Jian Zhang, Haikun Wei, Weili Guo, 2015, Neurocomputing.

Singularities in the identification of dynamic systems

Kan-Jian Zhang, Haikun Wei, Weili Guo, 2014, Neurocomputing.

Dynamics of Learning In Hierarchical Models – Singularity and Milnor Attractor

Shun-ichi Amari, Haikun Wei, Florent Cousseau, 2011 .

Eigenvalue Analysis on Singularity in RBF networks

Shun-ichi Amari, Haikun Wei, S. Amari, 2007, 2007 International Joint Conference on Neural Networks.

Linear Strong Structural Controllability for an n-Link Inverted Pendulum in a Cart

Xin Xin, Kan-Jian Zhang, Haikun Wei, 2018, 2018 IEEE Conference on Decision and Control (CDC).

Hair Salon: A Geometric Example-Based Method to Generate 3D Hair Data

Qiaomu Ren, Haikun Wei, Yangang Wang, 2021, ICIG.

ACGL-TR: A deep learning model for spatio-temporal short-term irradiance forecast

Kanjian Zhang, Qianchuan Zhao, Haikun Wei, 2023, Energy Conversion and Management.

Seizure Prediction in EEG Signals Using STFT and Domain Adaptation

Haikun Wei, Peizhen Peng, Yang Song, 2022, Frontiers in Neuroscience.

Epileptic Seizure Prediction in Scalp EEG Using an Improved HIVE-COTE Model

Yang Song, Liping Xie, Haikun Wei, 2020, 2020 39th Chinese Control Conference (CCC).

Time series forecasting based on wavelet decomposition and feature extraction

Kanjian Zhang, Haikun Wei, Chi Zhang, 2017, Neural Computing and Applications.

Compound fault diagnosis for photovoltaic arrays based on multi-label learning considering multiple faults coupling

Kanjian Zhang, Haikun Wei, Pengpeng Chu, 2023, Energy Conversion and Management.

Method to describe the distribution of wind velocity and its application in wind resource evaluation

Haikun Wei, Fang Qin, Dengxuan Li, 2022, Energy Science & Engineering.

Inter-hour direct normal irradiance forecast with multiple data types and time-series

Haikun Wei, Jinxia Zhang, Kanjian Zhang, 2019, Journal of Modern Power Systems and Clean Energy.

A novel graph-based optimization framework for salient object detection

Krista A. Ehinger, Jing-Yu Yang, Kan-Jian Zhang, 2017, Pattern Recognit..

Wind power prediction with missing data using Gaussian process regression and multiple imputation

Kan-Jian Zhang, Haikun Wei, Tianhong Liu, 2018, Appl. Soft Comput..

A Novel Methodology for Partial Shading Diagnosis Using the Electrical Parameters of Photovoltaic Strings

Kanjian Zhang, Haikun Wei, Yiye Wang, 2022, IEEE Journal of Photovoltaics.

3D-CNN-based feature extraction of ground-based cloud images for direct normal irradiance prediction

Hai Wang, Xin Zhao, Haikun Wei, 2019, Solar Energy.

Coal ash fusion temperature forecast based on Gaussian regularization RBF neural network

WeiMing Ding, XiaoLi Wu, HaiKun Wei, 2011, 2011 International Conference on Remote Sensing, Environment and Transportation Engineering.

Graph Regularized Structured Output SVM for Early Expression Detection With Online Extension

S. Su, Haikun Wei, Yong Luo, 2021, IEEE Transactions on Cybernetics.

Online Kernel-Based Structured Output SVM for Early Expression Detection

Liping Xie, Guochen Pang, Kanjian Zhang, 2019, IEEE Signal Processing Letters.

Early Expression Detection via Online Multi-Instance Learning With Nonlinear Extension

Dacheng Tao, Haikun Wei, Liping Xie, 2019, IEEE Transactions on Neural Networks and Learning Systems.

Joint Structured Sparsity Regularized Multiview Dimension Reduction for Video-Based Facial Expression Recognition

Liping Xie, Dacheng Tao, Haikun Wei, 2016, ACM Trans. Intell. Syst. Technol..

Short-term wind speed forecasting using wavelet transformation and AdaBoosting neural networks in Yunnan wind farm

Song Xing, Haikun Wei, Haijian Shao, 2017 .

Angle-Based SLAM on 5G mmWave Systems: Design, Implementation, and Measurement

Chao-Kai Wen, Jie Yang, Haikun Wei, 2023, IEEE Internet of Things Journal.

Event‐triggered adaptive fixed‐time output feedback fault tolerant control for perturbed planar nonlinear systems

Kanjian Zhang, Xin Xin, Haikun Wei, 2021, International Journal of Robust and Nonlinear Control.

A data interpolation method for missing irradiance data of photovoltaic power station*

Kanjian Zhang, Haikun Wei, Yu Shen, 2020, 2020 Chinese Automation Congress (CAC).

Clear-sky direct normal irradiance estimation based on adjustable inputs and error correction

Liping Xie, Xin Zhao, Hai Wang, 2019, Journal of Renewable and Sustainable Energy.

A Deep Fourier Neural Network for Seizure Prediction Using Convolutional Neural Network and Ratios of Spectral Power

Haikun Wei, Liping Xie, Peizhen Peng, 2021, Int. J. Neural Syst..

Direct interval forecasting of wind speed using radial basis function neural networks in a multi-objective optimization framework

Liping Xie, Chi Zhang, Kan-Jian Zhang, 2016, Neurocomputing.

Event-Triggered Adaptive Fault Tolerant Control for a Class of Uncertain Nonlinear Systems

Haikun Wei, Xinyi Chen, Xin Xin, 2020, Entropy.

Mutual information based feature selection for multivariate time series forecasting

Haikun Wei, Kanjian Zhang, Tianhong Liu, 2016, CCC 2016.

Cost-aware virtual machine allocation for off-grid green data centers

Hai Wang, Haikun Wei, Tingting Zhu, 2017, 2017 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops).

Video-based facial expression recognition using histogram sequence of local Gabor binary patterns from three orthogonal planes

Wankou Yang, Haikun Wei, Liping Xie, 2014, Proceedings of the 33rd Chinese Control Conference.

A method of cloud classification based on DNI

Tingting Zhu, Xin Zhao, Kanjian Zhang, 2016, 2016 35th Chinese Control Conference (CCC).

Deep Bidirectional GRU network for human activity recognition using Wearable inertial sensors

Shengjia Zhao, Kanjian Zhang, Haikun Wei, 2022, 2022 3rd International Conference on Electronic Communication and Artificial Intelligence (IWECAI).

A Deep Two-Stage Scheme for Polycrystalline Micro-Crack Detection

Liping Xie, Haikun Wei, Jinxia Zhang, 2020, PRIS.

A lightweight network for photovoltaic cell defect detection in electroluminescence images based on neural architecture search and knowledge distillation

Kanjian Zhang, Haikun Wei, Xinyi Chen, 2023, ArXiv.

Contrastive learning for solar cell micro-crack detection

Kanjian Zhang, Shuo Shan, Yiqin Wang, 2021, International Workshop on Pattern Recognition.

A fast MPPT-based anomaly detection and accurate fault diagnosis technique for PV arrays

Yongheng Yang, Haikun Wei, Kanjian Zhang, 2021 .

Automatic Detection of Defective Solar Cells in Electroluminescence Images via Global Similarity and Concatenated Saliency Guided Network

Kanjian Zhang, Haikun Wei, Zuoyong Li, 2023, IEEE Transactions on Industrial Informatics.

Sample Selection Based on Active Learning for Short-Term Wind Speed Prediction

Xin Zhao, Jian Yang, Haikun Wei, 2019, Energies.

Modeling of Photovoltaic Modules Under Common Shading Conditions

Kanjian Zhang, Haikun Wei, Yu Shen, 2022, Social Science Research Network.

Online Learning Dynamics of Radial Basis Function Neural Networks near the Singularity

Shun-ichi Amari, Haikun Wei, S. Amari, 2006, The 2006 IEEE International Joint Conference on Neural Network Proceedings.

Variable Fractional-Order Equivalent Circuit Model for Lithium-Ion Battery via Chaotic Adaptive Fractional Particle Swarm Optimization Method

António M. Lopes, Haikun Wei, Fubao Wu, 2022, Symmetry.

Analysis of regional climate variables by using neural Granger causality

Kanjian Zhang, Haikun Wei, Shuo Shan, 2023, Neural Computing and Applications.

Multi-View Exclusive Unsupervised Dimension Reduction for Video-Based Facial Expression Recognition

Liping Xie, Dacheng Tao, Haikun Wei, 2016, IJCAI.

Potential-Based Least-Squares Policy Iteration for a Parameterized Feedback Control System

Shumin Fei, Kan-Jian Zhang, Haikun Wei, 2016, J. Optim. Theory Appl..

Temporal Difference-Based Policy Iteration for Optimal Control of Stochastic Systems

Shumin Fei, Kan-Jian Zhang, Haikun Wei, 2014, J. Optim. Theory Appl..

The Antarctic Astronomical Observations Intelligent Support Equipment “Dome A” Site-Testing Observatory: Electric Power Generation and Control Systems

Haikun Wei, Kanjian Zhang, Xinyi Chen, 2020 .

Efficient 3D scan registration for hand modeling and reconstruction

Haikun Wei, Yangang Wang, Peilin Shen, 2018, 2018 Chinese Control And Decision Conference (CCDC).

Selective sampling using active learning for short-term wind speed prediction

Xin Zhao, Kanjian Zhang, Haikun Wei, 2017, 2017 29th Chinese Control And Decision Conference (CCDC).

A Greedy Approach to Cost-Aware Virtual Machine Allocation for 100% Green Data Centers

Hai Wang, Haikun Wei, Haikun Wei, 2015, 2015 International Conference on Computational Science and Computational Intelligence (CSCI).

Domain adaptation for epileptic EEG classification using adversarial learning and Riemannian manifold

Kanjian Zhang, Haikun Wei, Jinxia Zhang, 2022, Biomed. Signal Process. Control..

Delay-dependent H∞ control for Lurie type singular time-delay systems

Kanjian Zhang, S. Fei, Haikun Wei, 2014, The 26th Chinese Control and Decision Conference (2014 CCDC).

Real-time Clear-sky Model and Cloud Cover for Direct Normal Irradiance Prediction

Kanjian Zhang, Haikun Wei, Xin Zhao, 2018, Journal of Physics: Conference Series.

A tree-based clear sky model for DNI forecasting

Haikun Wei, Kanjian Zhang, Xin Zhao, 2018, 2018 Chinese Control And Decision Conference (CCDC).

Industrial time series forecasting based on improved Gaussian process regression

Haikun Wei, Kanjian Zhang, Tianhong Liu, 2020, Soft Computing.

Photovoltaic Array Extraction Algorithm Based on Modified U2Net

Haikun Wei, Yu Shen, Kanjian Zhang, 2024, CMLDS.