Fast Enhanced Exemplar-Based Clustering for Incomplete EEG Signals

Table 1

Descriptions of several state-of-the-art exemplar-based algorithms.

	Optimization	Extended version	Descriptions
AP	Message-passing	adAP	Determine fading factor adaptively
		IAPKM, IAPNA, IAPC	Incremental version for data stream
		SAP,SSAP	Deal with instance-level constraints
		FAP	Two-stage fast version
EEM	Graph cuts	DSC	Dynamic data stream cluster
		IEEM	Deal with link constraints
		FEEC (newly proposed)	Two-stage fast version