Few-Shot Learning Approaches for Fault Diagnosis Using Vibration Data: A Comprehensive Review

Earth & Environmental Sciences

• vibration 100%
• learning 87%
• safety 25%
• computer vision 22%
• robotics 20%
• speech 18%
• reinforcement 17%
• data analysis 14%
• detection 10%
• cost 9%

Engineering & Materials Science

• Failure analysis 91%
• Labeled data 31%
• Reinforcement learning 26%
• Fault detection 24%
• Computer vision 22%
• Robotics 20%
• Costs 10%

Social Sciences

• learning 36%
• reinforcement 17%
• data analysis 13%
• scenario 13%
• costs 10%