Classifier Clustering and Feature Alignment for Federated Learning under Distributed Concept Drift
Junbao Chen, Xuhui Huang, Zhenyan Liu, Yong Wang, Jingfeng Xue
Topics & Concepts
Computer scienceFederated learningClassifier (UML)Cluster analysisArtificial intelligenceData miningFeature (linguistics)Concept driftDistributed databasePattern recognition (psychology)Distributed learningMachine learningComponent (thermodynamics)Fuzzy clusteringDistributed Computing EnvironmentData Stream Mining TechniquesPrivacy-Preserving Technologies in DataMachine Learning and ELM