A Fast Algorithm for Mining Rare Itemsets

被引:43
作者
Troiano, Luigi [1 ]
Scibelli, Giacomo [2 ]
Birtolo, Cosimo [2 ]
机构
[1] Univ Sannio, Dept Engn, I-82100 Benevento, Italy
[2] Poste Italiane SpA TI SS, Centro Ricerca & Sviluppo, I-80133 Naples, Italy
来源
2009 9TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS | 2009年
关键词
D O I
10.1109/ISDA.2009.55
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Mining patterns in large databases is a challenging task facing NP-hard problems. Research focused attention on the most occurrent patterns, although less frequent patterns still offer interesting insights. In this paper we propose a new algorithm for discovering infrequent patterns and compare it to other solutions.
引用
收藏
页码:1149 / +
页数:2
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Yang G., 2004, P 10 ACM SIGKDD INT, P344, DOI DOI 10.1145/1014052.1014091