loading...
 This Article 
   
 Share 
   
 Bibliographic References 
   
 Add to: 
 
Digg
Furl
Spurl
Blink
Simpy
Google
Del.icio.us
Y!MyWeb
 
 Search 
   
Sixth IEEE International Conference on Data Mining - Workshops (ICDMW'06)
Decision Tree Construction from Multidimensional Structured Data
Hong Kong, China
December 18-December 22
ISBN: 0-7695-2702-7
ASCII Text
x 
 
Tomoki Watanuma, Tomonobu Ozaki, Takenao Ohkawa, "Decision Tree Construction from Multidimensional Structured Data," Data Mining Workshops, International Conference on, pp. 237-241, Sixth IEEE International Conference on Data Mining - Workshops (ICDMW'06), 2006.
 
 
BibTex
x
 
@article{ 10.1109/ICDMW.2006.57,
author = {Tomoki Watanuma and Tomonobu Ozaki and Takenao Ohkawa},
title = {Decision Tree Construction from Multidimensional Structured Data},
journal ={Data Mining Workshops, International Conference on},
volume = {0},
year = {2006},
isbn = {0-7695-2702-7},
pages = {237-241},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICDMW.2006.57},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Data Mining Workshops, International Conference on
TI - Decision Tree Construction from Multidimensional Structured Data
SN - 0-7695-2702-7
SP237
EP241
A1 - Tomoki Watanuma,
A1 - Tomonobu Ozaki,
A1 - Takenao Ohkawa,
PY - 2006
KW - null
VL - 0
JA - Data Mining Workshops, International Conference on
ER -
 
Tomoki Watanuma, Kobe University
Tomonobu Ozaki, Kobe University
Takenao Ohkawa, Kobe University
Since most structured data mining techniques specialize in mining from single structured data, it cannot handle more realistic data which consist of different and plural kinds of structured data. To cope with this problem, we propose an algorithm for constructing decision trees from multidimensional structured data by introducing the techniques for mining correlated and closed patterns with effective pruning capabilities into the traditional TDIDT approach. The results of the experiments with real world data show the effectiveness of the proposed algorithm.
Citation:
Tomoki Watanuma, Tomonobu Ozaki, Takenao Ohkawa, "Decision Tree Construction from Multidimensional Structured Data," icdmw, pp.237-241, Sixth IEEE International Conference on Data Mining - Workshops (ICDMW'06), 2006
Usage of this product signifies your acceptance of the Terms of Use.