Data Disparity and Temporal Unavailability Aware Asynchronous Federated Learning for Predictive Maintenance on Transportation Fleets.
Leonie von WahlNiklas HeidenreichPrasenjit MitraMichael NoltingNicolas TempelmeierPublished in: AAAI (2024)
Keyphrases
- data sets
- temporal information
- data analysis
- data collection
- data sources
- active learning
- prior knowledge
- data processing
- image data
- learning models
- raw data
- missing data
- learning systems
- data mining techniques
- supervised learning
- knowledge discovery
- probability distribution
- digital libraries
- data structure
- high quality
- database
- data points
- input data
- learning process
- stereo matching
- bayesian networks
- data quality
- temporal reasoning
- learning algorithm
- temporal patterns
- temporal data