Data mining: a database perspective.

被引:0
|
作者
Sousa, MS [1 ]
Mattoso, MLQ [1 ]
Ebecken, NFF [1 ]
机构
[1] Univ Fed Rio de Janeiro, COPPE, BR-21945970 Rio De Janeiro, Brazil
来源
DATA MINING | 1998年
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Data mining on large databases has been a major concern in research community, due to the difficulty of analyzing huge volumes of data using only traditional OLAP tools. This sort of process implies a lot of computational power, memory and disk I/O, which can only be provided by parallel computers. We present a discussion of how database technology can be integrated to data mining techniques. Finally, we also point out several advantages of addressing data consuming activities through a tight integration of a parallel database server and data mining techniques.
引用
收藏
页码:413 / 431
页数:19
相关论文
共 50 条
  • [21] Big Data Mining: In-Database Oracle Data Mining over Hadoop
    Kovacheva, Zlatinka
    Naydenova, Ina
    Kaloyanova, Kalinka
    Markov, Krasimir
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON NUMERICAL ANALYSIS AND APPLIED MATHEMATICS 2016 (ICNAAM-2016), 2017, 1863
  • [22] TOTAL NETWORK DATA SYSTEM: OPERATING COMPANY PERSPECTIVE.
    Pfeiffer Jr., J.
    The Bell System technical journal, 1983, 62 (7 pt 3): : 2459 - 2471
  • [23] An Exhaustive Study on Data Mining Techniques in Mining of Multimedia Database
    Yadav, Pramod Kumar
    Rizvi, S. A. M.
    PROCEEDINGS OF THE 2014 INTERNATIONAL CONFERENCE ON ISSUES AND CHALLENGES IN INTELLIGENT COMPUTING TECHNIQUES (ICICT), 2014, : 541 - 545
  • [24] The fourth perspective.
    Vicarel, Jo Ann
    LIBRARY JOURNAL, 2006, 131 (16) : 54 - 54
  • [25] ADI IN PERSPECTIVE.
    Moore, William H.
    1987, 19 (01): : 16 - 23
  • [26] PERFORMANCE PERSPECTIVE.
    Werth, Larry
    Production engineering, 1985, 32 (08): : 30 - 42
  • [27] VEHICLE PERSPECTIVE.
    Garrett, Ken
    Automotive Engineer (London), 1984, 9 (03): : 58 - 62
  • [28] HISTORICAL PERSPECTIVE.
    Cone Jr., Thomas E.
    Medical Instrumentation, 1987, 21 (01): : 3 - 10
  • [29] Kolmogorov in perspective.
    Doob, JL
    ISIS, 2003, 94 (03) : 553 - 554
  • [30] HOLOGRAPHIC PERSPECTIVE.
    Jones, J.D.C.
    Rogers, S.J.
    1600, (08):