Continuous Health Monitoring of Machinery using Online Clustering on Unlabeled Data Streams.
Minh-Huong Le NguyenFabien TurgisPierre-Emmanuel FayemiAlbert BifetPublished in: Big Data (2022)
Keyphrases
- health monitoring
- data streams
- sensor data
- continuous monitoring
- monitoring system
- unsupervised learning
- stream clustering
- clustering algorithm
- k means
- smart environments
- multiple data streams
- data points
- sensor networks
- clustering method
- power supply
- real time
- machine learning
- fuzzy clustering
- daily life
- semi supervised learning
- wearable sensors
- data sets
- concept drift
- smart home
- supervised learning
- anomaly detection
- fuzzy c means
- labeled data
- artificial neural networks