Sequential Sequence Mining Technique in Large Database

被引：0
|
作者：
Amin, Kiran R. [1 ]
Shah, J. S. [2 ]
机构：
[1] UV Patel Coll Engn, Dept Comp Engn, Ganpat Vidyanagar, India
[2] Govt Engn Coll, Patan, India
来源：
2013 INTERNATIONAL CONFERENCE ON MACHINE INTELLIGENCE AND RESEARCH ADVANCEMENT (ICMIRA 2013) | 2013年
关键词：
Extended Sequential Sequence; Support; Sequence Generator table; data-sequence; large database;
D O I：
10.1109/ICMIRA.2013.61
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
To find sequential sequence from the database, several sequential sequence mining techniques are developed. We have proposed the series of MySSM algorithms. These algorithms generate a sequential sequence from given database by considering time interval. Our new proposed a sequential sequence mining technique produces sequential sequences from the large database. It considers the time gap between successive items to be purchased by the customers. It produces the sequential sequences with reasonable amount of Time and Memory.
引用
收藏
页码：290 / 293
页数：4
相关论文
共 50 条
  • [31] Attack scenario construction with a new sequential mining technique
    Wang Li
    Li Zhi-Tang
    Li Dong
    Lei Jie
    SNPD 2007: EIGHTH ACIS INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING, ARTIFICIAL INTELLIGENCE, NETWORKING, AND PARALLEL/DISTRIBUTED COMPUTING, VOL 1, PROCEEDINGS, 2007, : 872 - +
  • [32] Super-sequence Frequent Pattern Mining on Sequential Dataset
    Yu, Xinran
    Korkmaz, Turgay
    2013 IEEE INTERNATIONAL CONFERENCE ON BIG DATA, 2013,
  • [33] Incremental Mining Algorithm of Sequential Patterns Based on Sequence Tree
    Liu, Jiaxin
    Yan, Shuting
    Wang, Yanyan
    Ren, Jiadong
    2010 INTERNATIONAL COLLOQUIUM ON COMPUTING, COMMUNICATION, CONTROL, AND MANAGEMENT (CCCM2010), VOL IV, 2010, : 1 - 4
  • [34] Incremental Mining Algorithm of Sequential Patterns Based on Sequence Tree
    Liu, Jiaxin
    Yan, Shuting
    Wang, Yanyan
    Ren, Jiadong
    ADVANCES IN INTELLIGENT SYSTEMS, 2012, 138 : 61 - 67
  • [35] CloSpan: Mining closed sequential patterns in large datasets
    Yan, XF
    Han, JW
    Afshar, R
    PROCEEDINGS OF THE THIRD SIAM INTERNATIONAL CONFERENCE ON DATA MINING, 2003, : 166 - 177
  • [36] Mining Weighted a Closed Sequential Patterns in Large Databases
    Ren, Jia-Dong
    Yang, Jing
    Li, Yan
    FIFTH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, VOL 5, PROCEEDINGS, 2008, : 640 - 644
  • [37] Mining Rare Sequential Patterns in Large Transaction Databases
    Ouyang, Weimin
    PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND ELECTRONIC TECHNOLOGY, 2016, 48 : 159 - 162
  • [38] A New Algorithm for Mining Recurrent Rules from a Sequence Database
    Seki, Hirohisa
    Yoon, SeungYong
    2019 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC), 2019, : 1932 - 1937
  • [39] Effective database transformation and efficient support computation for mining sequential patterns
    Cho, CW
    Wu, YH
    Chen, ALP
    DATABASE SYSTEMS FOR ADVANCED APPLICATIONS, PROCEEDINGS, 2005, 3453 : 163 - 174
  • [40] Effective database transformation and efficient support computation for mining sequential patterns
    Cho, Chung-Wen
    Wu, Yi-Hung
    Chen, Arbee L. P.
    JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, 2009, 32 (01) : 23 - 51
12345