Associative Classification over Data Streams

• Published in: 2010 2nd International Conference on Information Engineering and Computer Science pp. 1 - 4
• Main Authors: Zhen-Hui Song, Yi Li
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.12.2010
• Subjects: Accuracy; Algorithm design and analysis; Association rules; Classification algorithms; Itemsets; Machine learning algorithms

Based on association rules, Associative classification (AC) has shown great promise over many other classification techniques on static dataset. However, the increasing prominence of data streams arising in a wide range of advanced application has posed a new challenge for it. This paper describes a...