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
  • [31] Spatial Data Mining: A Perspective of Big Data
    Wang, Shuliang
    Yuan, Hanning
    INTERNATIONAL JOURNAL OF DATA WAREHOUSING AND MINING, 2014, 10 (04) : 50 - 70
  • [32] The rules of perspective.
    St John, EB
    LIBRARY JOURNAL, 2006, 131 (02) : 74 - 74
  • [33] Data mining support in database management systems
    Morzy, T
    Wojciechowski, M
    Zakrzewicz, M
    DATA WAREHOUSING AND KNOWLEDGE DISCOVERY, PROCEEDINGS, 2000, 1874 : 382 - 392
  • [34] A data mining application on air temperature database
    Bilgin, TT
    Çamurcu, AY
    ADVANCES IN INFORMATION SYSTEMS, PROCEEDINGS, 2004, 3261 : 68 - 76
  • [35] Database Marketing Supported by a Data Mining Process
    Pinto, Filipe Mota
    Guarda, Teresa
    2010 THE 3RD INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND INDUSTRIAL APPLICATION (PACIIA2010), VOL III, 2010, : 1 - 4
  • [36] BIND - A database of molecular interactions as a data mining
    Hogue, CWV
    BIOPHYSICAL JOURNAL, 2001, 80 (01) : 4A - 5A
  • [37] Data mining a large health insurance database
    Gualtierotti, AF
    DATA MINING II, 2000, 2 : 611 - 618
  • [38] Data mining of graduation project selection database
    Xie, Wu
    Zhang, Huimin
    Wei, Bizhong
    Fang, Guanghai
    CEIS 2011, 2011, 15
  • [39] Data mining in a power company customer database
    Sforna, M
    ELECTRIC POWER SYSTEMS RESEARCH, 2000, 55 (03) : 201 - 209
  • [40] A Survey on Distributed Mobile Database and Data Mining
    Goel, Ajay Mohan
    Mangla, Neeraj
    Patel, R. B.
    INTERNATIONAL CONFERENCE ON METHODS AND MODELS IN SCIENCE AND TECHNOLOGY (ICM2ST-10), 2010, 1324 : 207 - +