Yan-Lin He

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 33

Top Topics

Fault Diagnosis

Industrial Process

Extreme Learning Machine

Top Venues

IEEE Trans. Ind. Informatics

IEEE Trans. Instrum. Meas.

Eng. Appl. Artif. Intell.

Publications

Yan-Lin He, Peng-Fei Wang, Qun-Xiong Zhu
Improved Bi-LSTM With Distributed Nonlinear Extensions and Parallel Inputs for Soft Sensing. IEEE Trans. Ind. Informatics 20 (3) (2024)
Ning Zhang, Yuan Xu, Qun-Xiong Zhu, Yan-Lin He
Improved Multi-Distance ARMF Integrated With LTSA Based Pattern Matching Method and Its Application in Fault Diagnosis. IEEE Trans Autom. Sci. Eng. 21 (3) (2024)
Lei Chen, Yuan Xu, Qun-Xiong Zhu, Yan-Lin He
Adaptive Multi-Head Self-Attention Based Supervised VAE for Industrial Soft Sensing With Missing Data. IEEE Trans Autom. Sci. Eng. 21 (3) (2024)
Yan-Lin He, Jin-Tao Liang, Ye Tian, Qun-Xiong Zhu
Novel Schur Decomposition Orthogonal Exponential DLPP With Mixture Distance for Fault Diagnosis. IEEE Trans. Ind. Informatics 20 (4) (2024)
Yan-Lin He, Shao-Hua Lv, Qun-Xiong Zhu, Shan Lu
Novel Multiattribute Space-Based LSTM for Industrial Soft Sensor Applications. IEEE Trans. Ind. Informatics 20 (3) (2024)
Lei Chen, Qun-Xiong Zhu, Yan-Lin He
Adversarial Attacks for Neural Network-Based Industrial Soft Sensors: Mirror Output Attack and Translation Mirror Output Attack. IEEE Trans. Ind. Informatics 20 (2) (2024)
Ye Tian, Qun-Xiong Zhu, Yan-Lin He
Novel Deep Layers-Extended Autoencoder With Correlation and Its Industrial Soft Sensing. IEEE Trans. Ind. Informatics 20 (1) (2024)
Jun-Feng Yang, Ning Zhang, Yan-Lin He, Qun-Xiong Zhu, Yuan Xu
Novel dual-network autoencoder based adversarial domain adaptation with Wasserstein divergence for fault diagnosis of unlabeled data. Expert Syst. Appl. 238 (Part F) (2024)
Xingyuan Li, Qun-Xiong Zhu, Yan-Lin He
Data Mode-Related Generative Adversarial Network for Industrial Soft Sensor Application. IEEE Trans. Ind. Informatics 20 (3) (2024)
Yan-Lin He, Lei Chen, Qun-Xiong Zhu
Quality Regularization-Based Semisupervised Adversarial Transfer Model With Unlabeled Data for Industrial Soft Sensing. IEEE Trans. Ind. Informatics 20 (2) (2024)
Ning Zhang, Ye Tian, Xin-Wei Wang, Yuan Xu, Qun-Xiong Zhu, Yan-Lin He
Novel Bootstrap-Based Discriminant NPE Integrated With Orthogonal LPP for Fault Diagnosis. IEEE Trans. Instrum. Meas. 72 (2023)
Yan-Lin He, Xing-Yuan Li, Jia-Hui Ma, Qun-Xiong Zhu, Shan Lu
Attribute-relevant distributed variational autoencoder integrated with LSTM for dynamic industrial soft sensing. Eng. Appl. Artif. Intell. 119 (2023)
Yan-Lin He, Lei Chen, Yuan Xu, Qun-Xiong Zhu, Shan Lu
A New Distributed Echo State Network Integrated With an Auto-Encoder for Dynamic Soft Sensing. IEEE Trans. Instrum. Meas. 72 (2023)
Xiao-Lu Song, Yan-Lin He, Xing-Yuan Li, Qun-Xiong Zhu, Yuan Xu
Novel virtual sample generation method based on data augmentation and weighted interpolation for soft sensing with small data. Expert Syst. Appl. 225 (2023)
Yan-Lin He, Kun Li, Li-Long Liang, Yuan Xu, Qun-Xiong Zhu
Novel Discriminant Locality Preserving Projection Integrated With Monte Carlo Sampling for Fault Diagnosis. IEEE Trans. Reliab. 72 (1) (2023)
Ning Zhang, Yuan Xu, Qun-Xiong Zhu, Yan-Lin He
Improved Locality Preserving Projections Based on Heat-Kernel and Cosine Weights for Fault Classification in Complex Industrial Processes. IEEE Trans. Reliab. 72 (1) (2023)
Ning Zhang, Yuan Xu, Qun-Xiong Zhu, Yan-Lin He
Farthest-Nearest Distance Neighborhood and Locality Projections Integrated With Bootstrap for Industrial Process Fault Diagnosis. IEEE Trans. Ind. Informatics 19 (5) (2023)
Ning Zhang, Yuan Xu, Qun-Xiong Zhu, Yan-Lin He
Novel Regularization Double Preserving Integrated With Neighborhood Locality Projections for Fault Diagnosis. IEEE Trans. Ind. Informatics 19 (10) (2023)
Ye Tian, Yuan Xu, Qun-Xiong Zhu, Yan-Lin He
Novel Stacked Input-Enhanced Supervised Autoencoder Integrated With Gated Recurrent Unit for Soft Sensing. IEEE Trans. Instrum. Meas. 71 (2022)
Qun-Xiong Zhu, Xin-Wei Wang, Ning Zhang, Yuan Xu, Yan-Lin He
Novel K-Medoids Based SMOTE Integrated With Locality Preserving Projections for Fault Diagnosis. IEEE Trans. Instrum. Meas. 71 (2022)
Xue Jiang, Yuan Xu, Wei Ke, Yang Zhang, Qun-Xiong Zhu, Yan-Lin He
An Imbalanced Multifault Diagnosis Method Based on Bias Weights AdaBoost. IEEE Trans. Instrum. Meas. 71 (2022)
Qun-Xiong Zhu, Ning Zhang, Yan-Lin He, Yuan Xu
Novel Imbalanced Fault Diagnosis Method based on CSMOTE integrated with LSDA and LightGBM for Industrial Process. CoDIT (2022)
Ye Tian, Yuan Xu, Qunxiong Zhu, Yan-Lin He
Novel Virtual Sample Generation Using Target-Relevant Autoencoder for Small Data-Based Soft Sensor. IEEE Trans. Instrum. Meas. 70 (2021)
Zhong-Sheng Chen, Qunxiong Zhu, Yuan Xu, Yan-Lin He, Qinglin Su, Yiqing C. Liu, Zoltan K. Nagy
Integrating virtual sample generation with input-training neural network for solving small sample size problems: application to purified terephthalic acid solvent system. Soft Comput. 25 (8) (2021)
Qunxiong Zhu, Kun-Rui Hou, Zhong-Sheng Chen, Zi-Shu Gao, Yuan Xu, Yan-Lin He
Novel virtual sample generation using conditional GAN for developing soft sensor with small data. Eng. Appl. Artif. Intell. 106 (2021)
Yan-Lin He, Kun Li, Ning Zhang, Yuan Xu, Qunxiong Zhu
Fault Diagnosis Using Improved Discrimination Locality Preserving Projections Integrated With Sparse Autoencoder. IEEE Trans. Instrum. Meas. 70 (2021)
Zhi-Ying Jiang, Bo Gao, Xingjian Tian, Yan-Lin He, Qunxiong Zhu
An Improved Term Weighting Method for Content Analysis on Chinese Internet Media Contents. CoDIT (2020)
Yan-Lin He, Yang Zhao, Xiao Hu, Xiao-Na Yan, Qunxiong Zhu, Yuan Xu
Fault diagnosis using novel AdaBoost based discriminant locality preserving projection with resamples. Eng. Appl. Artif. Intell. 91 (2020)
Tong Zou, Yi Luo, Xiao-Han Zhang, Qunxiong Zhu, Yan-Lin He
Intelligent modeling using a novel feature extraction based multiple activation functions extreme learning machine. ICNSC (2019)
Qunxiong Zhu, Xiao-Han Zhang, Huihui Gao, Zhiqiang Geng, Yongming Han, Yan-Lin He, Yuan Xu
Soft sensor development using PLSR based multi-kernel ELM. ASCC (2019)
Yuan Xu, Sheng-Qi Shen, Yan-Lin He, Qunxiong Zhu
A Novel Hybrid Method Integrating ICA-PCA With Relevant Vector Machine for Multivariate Process Monitoring. IEEE Trans. Control. Syst. Technol. 27 (4) (2019)
Fang-Zhu Xu, Zhi-Ying Jiang, Yan-Lin He, Ya-Jie Wang, Qunxiong Zhu
A Storm-Based Parallel Clustering Algorithm of Streaming Data. ICONIP (4) (2018)
Zhong-Sheng Chen, Bao Zhu, Yan-Lin He, Le-An Yu
A PSO based virtual sample generation method for small sample sets: Applications to regression datasets. Eng. Appl. Artif. Intell. 59 (2017)
Yan-Lin He, Zhiqiang Geng, Qunxiong Zhu
A data-attribute-space-oriented double parallel (DASODP) structure for enhancing extreme learning machine: Applications to regression datasets. Eng. Appl. Artif. Intell. 41 (2015)
Yan-Lin He, Zhiqiang Geng, Yuan Xu, Qunxiong Zhu
A hierarchical structure of extreme learning machine (HELM) for high-dimensional datasets with noise. Neurocomputing 128 (2014)