| Improved locality preserving projections based on heat-kernel and cosine weights for fault classification in complex industrial processes N Zhang, Y Xu, QX Zhu, YL He IEEE Transactions on Reliability 72 (1), 204-213, 2022 | 34 | 2022 |
| Farthest-nearest distance neighborhood and locality projections integrated with bootstrap for industrial process fault diagnosis N Zhang, Y Xu, QX Zhu, YL He IEEE Transactions on Industrial Informatics 19 (5), 6284-6294, 2022 | 31 | 2022 |
| Fault diagnosis using improved discrimination locality preserving projections integrated with sparse autoencoder YL He, K Li, N Zhang, Y Xu, QX Zhu IEEE Transactions on Instrumentation and Measurement 70, 1-8, 2021 | 31 | 2021 |
| Novel K-Medoids based SMOTE integrated with locality preserving projections for fault diagnosis QX Zhu, XW Wang, N Zhang, Y Xu, YL He IEEE Transactions on Instrumentation and Measurement 71, 1-8, 2022 | 21 | 2022 |
| Co-training based virtual sample generation for solving the small sample size problem in process industry QX Zhu, HT Zhang, Y Tian, N Zhang, Y Xu, YL He ISA transactions 134, 290-301, 2023 | 15 | 2023 |
| Novel regularization double preserving integrated with neighborhood locality projections for fault diagnosis N Zhang, Y Xu, QX Zhu, YL He IEEE Transactions on Industrial Informatics 19 (10), 10478-10488, 2023 | 15 | 2023 |
| Multi-scale Transformer-CNN domain adaptation network for complex processes fault diagnosis QX Zhu, YS Qian, N Zhang, YL He, Y Xu Journal of Process Control 130, 103069, 2023 | 13 | 2023 |
| Novel bootstrap-based discriminant NPE integrated with orthogonal LPP for fault diagnosis N Zhang, Y Tian, XW Wang, Y Xu, QX Zhu, YL He IEEE Transactions on Instrumentation and Measurement 72, 1-9, 2023 | 11 | 2023 |
| Novel dual-network autoencoder based adversarial domain adaptation with Wasserstein divergence for fault diagnosis of unlabeled data JF Yang, N Zhang, YL He, QX Zhu, Y Xu Expert Systems with Applications 238, 122393, 2024 | 9 | 2024 |
| Novel imbalanced fault diagnosis method based on CSMOTE integrated with LSDA and LightGBM for industrial process QX Zhu, N Zhang, YL He, Y Xu 2022 8th International Conference on Control, Decision and Information …, 2022 | 9 | 2022 |
| Novel mahalanobis distance based fault diagnosis using discrimination neighborhood preserving embedding for industrial process Q Zhu, N Zhang, Y Xu, Y He 2021 IEEE 10th Data Driven Control and Learning Systems Conference (DDCLS …, 2021 | 6 | 2021 |
| Improved multi-distance ARMF integrated with LTSA based pattern matching method and its application in fault diagnosis N Zhang, Y Xu, QX Zhu, YL He IEEE Transactions on Automation Science and Engineering, 2023 | 3 | 2023 |
| Industrial Imbalanced Fault Diagnosis Method Based on Borderline SMOTE Integrated with NPE and CatBoost Q Zhu, X Wang, N Zhang, Y Xu, Y He 2022 IEEE 11th Data Driven Control and Learning Systems Conference (DDCLS …, 2022 | 3 | 2022 |
| Novel SVD integrated with GBDT based virtual sample generation and its application in soft sensor QX Zhu, XL Song, N Zhang, Y Tian, Y Xu, YL He IFAC-PapersOnLine 55 (7), 952-956, 2022 | 3 | 2022 |
| Feature representation-based cross-modality shared-specific network and its application in multimode process soft sensing XL Song, L Chen, N Zhang, YL He, Y Xu, QX Zhu IEEE Transactions on Industrial Informatics, 2024 | 2 | 2024 |
| Novel ARMF Integrated with Improved LSDA and Its Application in Fault Diagnosis QX Zhu, N Zhang, YL He, Y Xu 2022 IEEE 11th Data Driven Control and Learning Systems Conference (DDCLS …, 2022 | 2 | 2022 |
| A Local Sensitive Discriminant Analysis Method Based on Mahalanobis Distance: Application of Industrial Process Fault Diagnosis QX Zhu, Q Song, N Zhang, Y Xu, YL He 2021 China Automation Congress (CAC), 3469-3473, 2021 | 2 | 2021 |
| IC points weight learning-based GCN and improving feature distribution for industrial fault diagnosis H Qing, N Zhang, Y He, Y Xu, Q Zhu Expert Systems with Applications 255, 124681, 2024 | 1 | 2024 |
| Novel approach for industrial process anomaly detection based on process mining Y Shi, N Zhang, X Song, H Li, Q Zhu Journal of Process Control 136, 103165, 2024 | 1 | 2024 |
| Novel Mahalanobis Distance and Variable Nearest Neighbors to Construct Weight Matrix based LPP: Application of Fault Diagnosis QX Zhu, HY Qing, N Zhang, Y Xu, YL He 2022 China Automation Congress (CAC), 2263-2267, 2022 | 1 | 2022 |
