Concepedia

Meta-learning as a promising approach for few-shot cross-domain fault diagnosis: Algorithms, applications, and prospects

Yong Feng, Jinglong Chen, Jingsong Xie, Tianci Zhang, Haixin Lv, Tongyang Pan

Knowledge-Based Systems · 2021 · 245 citations · 131 references

Concepts

ComputingComputer EngineeringComputer ScienceData MiningFault-tolerant ComputingMachine LearningDiagnosisDiagnosticsFault DetectionFault DiagnosisFault ModelingMeta-learningCross-domain DiagnosisFew-shot LearningMachine Learning For Fault DetectionMachine Learning-based Fault DiagnosisMeta-learning Theory

References

131

A Survey on Transfer Learning

Sinno Jialin Pan, Qiang Yang · IEEE Transactions on Knowledge and Data Engineering · 2009 · 23.2K citations

Computing, Computer Science, Data Mining +12

Detecting Functionality-Specific Vulnerabilities via Retrieving Individual Functionality-Equivalent APIs in Open-Source Repositories

Dagstuhl Research Online Publication Server · 2025 · 16.2K citations · Full text

Computing, Computer Science, Feature Engineering +16

Semi-Supervised Classification with Graph Convolutional Networks

Thomas Kipf, Max Welling · arXiv (Cornell University) · 2016 · 8.1K citations · Full text

Computing, Computer Science, Feature Engineering +16

Prototypical Networks for Few-shot Learning

Jake Snell, Kevin Swersky, Richard S. Zemel · arXiv (Cornell University) · 2017 · 5.2K citations · Full text

Computing, Computer Science, Computer Vision +13

Learning a Similarity Metric Discriminatively, with Application to Face Verification

Sumit Chopra, Raia Hadsell, Yann LeCun · 2005 · 3.9K citations

Computing, Computer Science, Computer Vision +16