A New Algorithm for Mining Sequential Patterns

被引：2

作者：

Zhang, Zhuo ^{[1
,2
]}

Zhang, Lu ^{[3
]}

Zhong, Shaochun ^{[4
]}

Guan, Jiwen ^{[5
]}

机构：

[1] De Montfort Univ, Software Technol Res Lab, Leicester LE1 9BH, Leics, England

[2] NENU, Inst Ideal Informat & Technol, Changchun 130024, Peoples R China

[3] Shenyang Televis Univ, Shenyang 110003, Peoples R China

[4] NorthEast Normal Univ, Software Sch, Changchun 130024, Peoples R China

[5] Queens Univ Belfast, Sch Comp Sci, Belfast BT7 1NN, Antrim, North Ireland

来源：

FIFTH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, VOL 2, PROCEEDINGS | 2008年

关键词：

Sequential mining; frequent pattern; itemset;

D O I：

10.1109/FSKD.2008.344

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

AprioriAll and AprioriSome are very famous algorithms for mining sequential patterns, which are used to find motifs on a fixed min-support number In this paper, we contribute a new algorithm that can find all motifs on any min-support numbers.

引用

页码：625 / +

页数：2

共 50 条

[41] Improving algorithm Apriori for data mining [J].

Zhang, Zhuo ;

Zhang, Lu ;

Zhong, Shao-Chun ;

Guan, Jiwen .

COMPUTATIONAL INTELLIGENCE IN DECISION AND CONTROL, 2008, 1 :17-22

[42] An Algorithm for Fast Mining Top-rank-k Frequent Patterns based on Node-list Data Structure [J].

Wang, Qian ;

Ren, Jiadong ;

Davis, Darryl N. ;

Cheng, Yongqiang .

INTELLIGENT AUTOMATION AND SOFT COMPUTING, 2018, 24 (02) :399-404

[43] Mining local periodic patterns in a discrete sequence [J].

Fournier-Viger, Philippe ;

Yang, Peng ;

Kiran, Rage Uday ;

Ventura, Sebastian ;

Maria Luna, Jose .

INFORMATION SCIENCES, 2021, 544 :519-548

[44] Mining frequent patterns based on IS+-tree [J].

Ma, HB ;

Zhang, J ;

Fan, YJ ;

Hu, YF .

PROCEEDINGS OF THE 2004 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2004, :1208-1213

[45] Mining Patterns From Data Streams: An Overview [J].

Borah, Anindita ;

BhabeshNath .

2017 INTERNATIONAL CONFERENCE ON I-SMAC (IOT IN SOCIAL, MOBILE, ANALYTICS AND CLOUD) (I-SMAC), 2017, :371-376

[46] Mining frequent closed patterns in pointset databases [J].

Lee, Anthony J. T. ;

Tsao, Wen-Kwang ;

Chen, Po-Yin ;

Lin, Ming-Chih ;

Yang, Shih-Hui .

INFORMATION SYSTEMS, 2010, 35 (03) :335-351

[47] Mining Frequent Similar Patterns on Mixed Data [J].

Rodriguez-Gonzalez, Ansel Y. ;

Martinez-Trinidad, Jose Francisco ;

Carrasco-Ochoa, Jesus Ariel ;

Ruiz-Shulcloper, Jose .

PROGRESS IN PATTERN RECOGNITION, IMAGE ANALYSIS AND APPLICATIONS, PROCEEDINGS, 2008, 5197 :136-+

[48] Efficient Algorithm for Mining Temporal Association Rule [J].

Junheng-Huang ;

Wang-Wei .

INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2007, 7 (04) :268-271

[49] A mining algorithm for fuzzy weighted association rules [J].

Wang, BY ;

Zhang, SM .

2003 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-5, PROCEEDINGS, 2003, :2495-2499

[50] AN EFFICIENT ALGORITHM FOR MINING CAUSALITY LEAST PATTERN [J].

Abdullah, Zailani ;

Deris, Mustafa Mat ;

Jaafar, S. Zulaikha .

PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON ADVANCED COMPUTER THEORY AND ENGINEERING (ICACTE 2009), VOLS 1 AND 2, 2009, :1103-1110

← 1 2 3 4 5 →