Data Mining Methods for Discovering Interesting Exceptions from an Unsupervised Table

Abstract: In this paper, we survey efforts devoted to discovering interesting exceptions from data in data mining. An exception differs from the rest of data and thus is interesting and can be a clue for further discoveries. We classify methods into exception instance discovery, exception rule discovery, and exception structured-rules discovery

• Type: Journal
• Year: 2006
• Where: JUCS
• Authors: Einoshin Suzuki
• Keywords: Exception Instance Discovery, Exception Rule Discovery, Interesting Exceptions, JUCS 2006