Constraint-based, multidimensional data mining

被引:82
|
作者
Han, JW
Lakshmanan, LVS
Ng, RT
机构
[1] Simon Fraser Univ, Sch Comp Sci, Burnaby, BC V5A 1S6, Canada
[2] Univ British Columbia, Vancouver, BC V5Z 1M9, Canada
[3] Concordia Univ, Montreal, PQ, Canada
[4] Indian Inst Technol, Bombay, Maharashtra, India
关键词
D O I
10.1109/2.781634
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Integrating both constraint-based and multidimensional mining into one framework provides an interactive, exploratory environment for effective and efficient data analysis and mining.
引用
收藏
页码:46 / +
页数:6
相关论文
共 50 条
  • [1] Inductive Databases and Constraint-Based Data Mining
    Dzeroski, Saso
    [J]. FORMAL CONCEPT ANALYSIS, 2011, 6628 : 1 - 17
  • [2] Constraint-based mining of formal concepts in transactional data
    Besson, R
    Robardet, C
    Boulicaut, JF
    [J]. ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING, PROCEEDINGS, 2004, 3056 : 615 - 624
  • [3] Applications of Data Mining in Constraint-based Intelligent Tutoring Systems
    Nilakant, Karthik
    Mitrovic, Antonija
    [J]. ARTIFICIAL INTELLIGENCE IN EDUCATION: SUPPORTING LEARNING THROUGH INTELLIGENT AND SOCIALLY INFORMED TECHNOLOGY, 2005, 125 : 896 - 898
  • [4] Constraint-Based Pattern Set Mining
    De Raedt, Luc
    Zimmermann, Albrecht
    [J]. PROCEEDINGS OF THE SEVENTH SIAM INTERNATIONAL CONFERENCE ON DATA MINING, 2007, : 237 - 248
  • [5] Constraint-Based Sequence Mining Using Constraint Programming
    Negrevergne, Benjamin
    Guns, Tias
    [J]. INTEGRATION OF AI AND OR TECHNIQUES IN CONSTRAINT PROGRAMMING, 2015, 9075 : 288 - 305
  • [6] Constraint-based Sequential Rule Mining
    Yin, Zhaowen
    Gan, Wensheng
    Huang, Gengsen
    Wu, Yongdong
    Fournier-Viger, Philippe
    [J]. 2022 IEEE 9TH INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS (DSAA), 2022, : 887 - 896
  • [7] Constraint-based control of boiler efficiency: A data-mining approach
    Song, Zhe
    Kusiak, Andrew
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2007, 3 (01) : 73 - 83
  • [8] Constraint-based concept mining and its application to microarray data analysis
    Besson, Jeremy
    Robardet, Celine
    Boulicaut, Jean-Francois
    Rome, Sophie
    [J]. INTELLIGENT DATA ANALYSIS, 2005, 9 (01) : 59 - 82
  • [9] Combining Constraint Programming and Constraint-Based Mining for Pattern Discovery
    Khiari, Mehdi
    Boizumault, Patrice
    Cremilleux, Bruno
    [J]. ADVANCES IN KNOWLEDGE DISCOVERY AND MANAGEMENT, VOL 2, 2012, 398 : 85 - 103
  • [10] An algorithm for mining constraint-based association rules
    Liu, F.
    Lu, S.
    Lu, Z.
    Hu, H.
    [J]. Huazhong Ligong Daxue Xuebao/Journal Huazhong (Central China) University of Science and Technology, 2001, 29 (03): : 27 - 29