Journal of Big Data

Table 2 Efficient data analytics methods for data mining

From: Big data analytics: a survey

Problem	Method	References
Clustering	BIRCH	[44]
	DBSCAN	[45]
	Incremental DBSCAN	[46]
	RKM	[47]
	TKM	[42]
Classification	SLIQ	[50]
	TLAESA	[51]
	FastNN	[52]
	SFFS	[53]
	GPU-based SVM	[43]
Association rules	CLOSET	[54]
	FP-tree	[32]
	CHARM	[55]
	MAFIA	[56]
	FAST	[57]
Sequential patterns	SPADE	[58]
	CloSpan	[59]
	PrefixSpan	[60]
	SPAM	[61]
	ISE	[62]

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