Hierarchical Knowledge Guided Fault Intensity Diagnosis of Complex Industrial Systems

Author:

Sha Yu1ORCID,Gou Shuiping2ORCID,Liu Bo2ORCID,Faber Johannes3ORCID,Liu Ningtao2ORCID,Schramm Stefan3ORCID,Stoecker Horst4ORCID,Steckenreiter Thomas5ORCID,Vnucec Domagoj6ORCID,Wetzstein Nadine6ORCID,Widl Andreas6ORCID,Zhou Kai7ORCID

Affiliation:

1. Xidian University, FIAS and XF-IJRC, Xian, Shaanxi, China

2. Xidian University, Xian, Shaanxi, China

3. FIAS, Frankfurt, Hessian, Germany

4. FIAS, Goethe Universität and GSI, Frankfurt, Hessian, Germany

5. SAMSON AG, Frankfurt, Hessian, Germany

6. SAMSON AG, Feankfurt, Hessian, Germany

7. CUHK-SZ and FIAS, Shenzhen, Guangdong, China

Publisher

ACM

Reference44 articles.

1. Samy Bengio, Jason Weston, and David Grangier. 2010. Label embedding trees for large multi-class tasks. Advances in neural information processing systems 23 (2010).

2. Making Better Mistakes: Leveraging Class Hierarchies With Deep Networks

3. Multi-Label Image Recognition With Graph Convolutional Networks

4. A self-attention based contrastive learning method for bearing fault diagnosis

5. Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai Thomas Unterthiner Mostafa Dehghani Matthias Minderer Georg Heigold Sylvain Gelly et al. 2020. An image is worth 16x16 words: Transformers for image recognition at scale. arXiv preprint arXiv:2010.11929 (2020).

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