Drowsiness Detection Using Federated Learning: Lessons Learnt from Dealing with Non-IID Data.
Rustem DautovErik Johannes HusomPublished in: PETRA (2024)
Keyphrases
- data sets
- prior knowledge
- data collection
- data sources
- synthetic data
- learning systems
- background knowledge
- spatial data
- experimental data
- data distribution
- original data
- learning algorithm
- knowledge acquisition
- computer systems
- statistical analysis
- database
- learning tasks
- human experts
- raw data
- hidden variables
- distributed data
- detection algorithm
- unsupervised learning
- online learning
- learning process
- data analysis
- databases
- false positives
- sensor data
- data mining techniques
- knowledge discovery
- data points
- probability distribution
- noisy data
- data structure