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LCM is an algorithm for enumeration of frequent closed itemsets intransaction databases. It is well known that when we ignore the requiredfrequency, the closed itemsets are exactly intents of formal concepts in FormalConcept Analysis (FCA). We describe LCM in terms of FCA and show that LCM isbasically the Close-by-One algorithm with multiple speed-up features forprocessing sparse data. We analyze the speed-up features and compare them withthose of similar FCA algorithms, like FCbO and algorithms from the In-Closefamily.

LCM from FCA Point of View: A CbO-style Algorithm with Speed-up Features