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
  • [41] Data mining a large health insurance database
    Gualtierotti, AF
    DATA MINING II, 2000, 2 : 611 - 618
  • [42] Data mining in a power company customer database
    Sforna, M
    ELECTRIC POWER SYSTEMS RESEARCH, 2000, 55 (03) : 201 - 209
  • [43] Data mining of graduation project selection database
    Xie, Wu
    Zhang, Huimin
    Wei, Bizhong
    Fang, Guanghai
    CEIS 2011, 2011, 15
  • [44] Analysis the effect of data mining techniques on database
    Aggarwal, Niyati
    Kumar, Amit
    Khatter, Harsh
    Aggarwal, Vaishali
    ADVANCES IN ENGINEERING SOFTWARE, 2012, 47 (01) : 164 - 169
  • [45] The approach of data mining methods for medical database
    Su, JL
    Wu, GZ
    Chao, IP
    PROCEEDINGS OF THE 23RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-4: BUILDING NEW BRIDGES AT THE FRONTIERS OF ENGINEERING AND MEDICINE, 2001, 23 : 3824 - 3826
  • [46] Data mining for database marketing at Garanti Bank
    Alis, OF
    Karakurt, E
    Melli, P
    DATA MINING II, 2000, 2 : 93 - 107
  • [47] A database perspective on geospatial data modeling
    Voisard, A
    David, B
    IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2002, 14 (02) : 226 - 243
  • [48] The challenge of using Extranets to improve data accessibility - The Derwent perspective.
    Kuras, J
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 1998, 216 : U535 - U535
  • [49] EpiGraphDB: a database and data mining platform for health data science
    Liu, Yi
    Elsworth, Benjamin
    Erola, Pau
    Haberland, Valeriia
    Hemani, Gibran
    Lyon, Matt
    Zheng, Jie
    Lloyd, Oliver
    Vabistsevits, Marina
    Gaunt, Tom R.
    BIOINFORMATICS, 2021, 37 (09) : 1304 - 1311
  • [50] Spatiotemporal Data Mining: A Computational Perspective
    Shekhar, Shashi
    Jiang, Zhe
    Ali, Reem Y.
    Eftelioglu, Emre
    Tang, Xun
    Gunturi, Venkata M. V.
    Zhou, Xun
    ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2015, 4 (04) : 2306 - 2338