Home ›
Entities
› academia
› A prior knowledge-enhanced self-supervised learning framework using time-frequency invariance for machinery intelligent fault diagnosis with small samples
A prior knowledge-enhanced self-supervised learning framework using time-frequency invariance for machinery intelligent fault diagnosis with small samples
Research article (Engineering Applications of Artificial Intelligence, 2024) · cited 18× · AI/ML
A prior knowledge-enhanced self-supervised learning framework using time-frequency invariance for machinery intelligent fault diagnosis with small samples
Summary
A prior knowledge-enhanced self-supervised learning framework using time-frequency invariance for machinery intelligent fault diagnosis with small samples is a scholarly article[1].
Key Facts
A prior knowledge-enhanced self-supervised learning framework using time-frequency invariance for machinery intelligent fault diagnosis with small samples's instance of is recorded as scholarly article[2].
References
Programmatic citations — every numbered marker resolves to a verifiable graph row below.
Use these citations when quoting this entity in research, articles, AI prompts, or wherever provenance matters. We aggregate Wikidata + Wikipedia + authoritative open-data sources; the stitched, scored, cross-referenced view is what 4ort.xyz contributes.
APA4ort.xyz Knowledge Graph. (2026). A prior knowledge-enhanced self-supervised learning framework using time-frequency invariance for machinery intelligent fault diagnosis with small samples. Retrieved May 24, 2026, from https://4ort.xyz/entity/a-prior-knowledge-enhanced-self-supervised-learning-framework-using-time-frequency-invariance-for-machinery-intelligent-
MLA“A prior knowledge-enhanced self-supervised learning framework using time-frequency invariance for machinery intelligent fault diagnosis with small samples.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/a-prior-knowledge-enhanced-self-supervised-learning-framework-using-time-frequency-invariance-for-machinery-intelligent-.
BibTeX@misc{4ortxyz_a-prior-knowledge-enhanced-self-supervised-learning-framework-using-time-frequency-invariance-for-machinery-intelligent-_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{A prior knowledge-enhanced self-supervised learning framework using time-frequency invariance for machinery intelligent fault diagnosis with small samples}}, year = {2026}, url = {https://4ort.xyz/entity/a-prior-knowledge-enhanced-self-supervised-learning-framework-using-time-frequency-invariance-for-machinery-intelligent-}, note = {Accessed: 2026-05-24}}
LLM promptAccording to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): A prior knowledge-enhanced self-supervised learning framework using time-frequency invariance for machinery intelligent fault diagnosis with small samples — https://4ort.xyz/entity/a-prior-knowledge-enhanced-self-supervised-learning-framework-using-time-frequency-invariance-for-machinery-intelligent- (retrieved 2026-05-24)
