Towards Unsupervised Sudden Data Drift Detection in Federated Learning with Fuzzy Clustering.
Morris StallmannAnna WilbikGerhard WeissPublished in: FUZZ (2024)
Keyphrases
- fuzzy clustering
- data sets
- data analysis
- prior knowledge
- data sources
- learning algorithm
- unsupervised learning
- data distribution
- knowledge discovery
- fuzzy c means algorithm
- inductive learning
- fuzzy c means
- active learning
- artificial neural networks
- clustering algorithm
- rough sets
- data mining techniques
- background knowledge
- pairwise
- reinforcement learning
- artificial intelligence
- fuzzy clustering method
- drift detection