Application Research of Improved FUP Algorithm in Network Security Linkage System

Author

Xiaorong Cheng ; Lipu Cao

Author_Institution

Sch. of Control & Comput. Eng., North China Electr. Power Univ., Baoding, China

fYear

2013

fDate

21-23 June 2013

Firstpage

1624

Lastpage

1627

Abstract

Association rules are an important branch of data mining. Aiming at the update maintenance problem of association rules when increase the database data while keep the minimum support unchanged, on the basis of FUP algorithm, this paper proposes a matrix-based incremental association rules mining algorithm, namely MBFUP algorithm. The algorithm just scans the database once, and doesn´t produce candidate item sets, greatly reduces the space complexity and time complexity of the algorithm.

Keywords

computational complexity; data mining; security of data; MBFUP algorithm; association rules; data mining; improved FUP algorithm; matrix-based incremental association rules mining algorithm; network security linkage system; space complexity; time complexity; Algorithm design and analysis; Association rules; Couplings; Databases; Ports (Computers); Security; FUP algorithm; association rules; frequent item-setl;

fLanguage

English

Publisher

ieee

Conference_Titel

Computational and Information Sciences (ICCIS), 2013 Fifth International Conference on

Conference_Location

Shiyang

Type

conf

DOI

10.1109/ICCIS.2013.425

Filename

6643343

Link To Document

https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1850060