A Method for Online Monitoring Data Release of Composite Submarine Cable Based on Horizontal Federated Learning.
Xinli LaoJiajian ZhangChuanlian GaoHuakun DengYanlei WeiZhenzhong LiuPublished in: Scalable Comput. Pract. Exp. (2023)
Keyphrases
- synthetic data
- prior knowledge
- statistical methods
- input data
- online learning
- data sources
- real time
- missing data
- detection method
- unsupervised learning
- test data
- learning algorithm
- data sets
- knowledge discovery
- supervised learning
- learning scheme
- learning process
- data collection
- objective function
- database
- spectral clustering
- bayesian methods
- learned models
- segmentation method
- mathematical model
- model selection
- em algorithm
- prior information
- data points
- information loss
- control system
- data structure
- distributed data
- correlation analysis
- training data