A comprehensive review on Federated Learning for Data-Sensitive Application: Open issues & challenges.
Manu NarulaJasraj MeenaDinesh Kumar VishwakarmaPublished in: Eng. Appl. Artif. Intell. (2024)
Keyphrases
- open issues
- data sets
- data sources
- training data
- prior knowledge
- database
- raw data
- data collection
- high quality
- learning models
- big data
- background knowledge
- data processing
- image data
- learning process
- lessons learned
- data analysis
- data quality
- data mining techniques
- neural network
- missing data
- knowledge discovery
- spatial data
- learning systems
- human experts
- active learning
- synthetic data
- unsupervised learning
- application specific
- bayesian methods
- reinforcement learning