Fault Diagnosis Using Improved Discrimination Locality Preserving Projections Integrated With Sparse Autoencoder. - Yan-Lin He; Kun Li; Ning Zhang 036; Yuan Xu; Qun-Xiong Zhu (IEEE Trans. Instrum. Meas., 2021)

Novel Imbalanced Fault Diagnosis Method based on CSMOTE integrated with LSDA and LightGBM for Industrial Process. - Qun-Xiong Zhu; Ning Zhang 036; Yan-Lin He; Yuan Xu (CoDIT, 2022)

Novel K-Medoids Based SMOTE Integrated With Locality Preserving Projections for Fault Diagnosis. - Qun-Xiong Zhu; Xin-Wei Wang; Ning Zhang 036; Yuan Xu; Yan-Lin He (IEEE Trans. Instrum. Meas., 2022)

Novel Bootstrap-Based Discriminant NPE Integrated With Orthogonal LPP for Fault Diagnosis. - Ning Zhang 036; Ye Tian 033; Xin-Wei Wang; Yuan Xu; Qun-Xiong Zhu; Yan-Lin He (IEEE Trans. Instrum. Meas., 2023)

Improved Locality Preserving Projections Based on Heat-Kernel and Cosine Weights for Fault Classification in Complex Industrial Processes. - Ning Zhang 036; Yuan Xu; Qun-Xiong Zhu; Yan-Lin He (IEEE Trans. Reliab., 2023)

Farthest-Nearest Distance Neighborhood and Locality Projections Integrated With Bootstrap for Industrial Process Fault Diagnosis. - Ning Zhang 036; Yuan Xu; Qun-Xiong Zhu; Yan-Lin He (IEEE Trans. Ind. Informatics, 2023)

Novel Regularization Double Preserving Integrated With Neighborhood Locality Projections for Fault Diagnosis. - Ning Zhang 036; Yuan Xu; Qun-Xiong Zhu; Yan-Lin He (IEEE Trans. Ind. Informatics, 2023)

IC points weight learning-based GCN and improving feature distribution for industrial fault diagnosis. - Haoyang Qing; Ning Zhang 036; Yanlin He; Yuan Xu; Qunxiong Zhu (Expert Syst. Appl., 2024)

Novel dual-network autoencoder based adversarial domain adaptation with Wasserstein divergence for fault diagnosis of unlabeled data. - Jun-Feng Yang; Ning Zhang 036; Yan-Lin He; Qun-Xiong Zhu; Yuan Xu (Expert Syst. Appl., 2024)

Improved Multi-Distance ARMF Integrated With LTSA Based Pattern Matching Method and Its Application in Fault Diagnosis. - Ning Zhang 036; Yuan Xu; Qun-Xiong Zhu; Yan-Lin He (IEEE Trans Autom. Sci. Eng., 2024)

Feature Representation-Based Cross-Modality Shared-Specific Network and Its Application in Multimode Process Soft Sensing. - Xiao-Lu Song; Lei Chen; Ning Zhang 036; Yan-Lin He; Yuan Xu; Qun-Xiong Zhu (IEEE Trans. Ind. Informatics, 2024)

Weighted nonlinear information extension based time series Kolmogorov-Arnold Network for industrial application with soft sensing. - Guo-Yu Liu; Qun-Xiong Zhu; Ning Zhang 036; Yan-Lin He; Ming-Qing Zhang; Yuan Xu (Eng. Appl. Artif. Intell., 2025)

Cross-Modality Manifold Adaptive Network for Industrial Multimode Processes and Its Applications. - Xiao-Lu Song; Ning Zhang 036; Yan-Lin He; Yuan Xu; Qun-Xiong Zhu (IEEE Trans Autom. Sci. Eng., 2025)