Jinghui Tian

A multi-source information transfer learning method with subdomain adaptation for cross-domain fault diagnosis

Jinghui Tian, Dongying Han, Mengdi Li et al. · Knowledge-Based Systems · 2022 · 191 citations

Fault Diagnosis, Engineering, Machine Learning +12

Deep learning-based open set multi-source domain adaptation with complementary transferability metric for mechanical fault diagnosis

Jinghui Tian, Dongying Han, Hamid Reza Karimi et al. · Neural Networks · 2023 · 68 citations

Artificial Intelligence, Fault Diagnosis, Mechanical Fault Diagnosis +11

Domain adaptation meta-learning network with discard-supplement module for few-shot cross-domain rotating machinery fault diagnosis

Yu Zhang, Dongying Han, Jinghui Tian et al. · Knowledge-Based Systems · 2023 · 47 citations

Artificial Intelligence, Fault Diagnosis, Meta-learning (Computer Science) +11

Rolling mill health states diagnosing method based on multi-sensor information fusion and improved DBNs under limited datasets

Yue Yu, Peiming Shi, Jinghui Tian et al. · ISA Transactions · 2022 · 46 citations

Condition Monitoring, Health Informatics, Engineering +14

A universal multi-source domain adaptation method with unsupervised clustering for mechanical fault diagnosis under incomplete data

Jinghui Tian, Dongying Han, Hamid Reza Karimi et al. · Neural Networks · 2024 · 39 citations · Full text

Fault Diagnosis, Mechanical Fault Diagnosis, Machine Learning +10