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Algorithms on Discretizing Continuous Attributes Values and Its Application to Synthetical Test and Evaluation of Patent Strength
Hong Kong, China December 18-December 22
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICDMW.2006.25Sixth IEEE International Conference o ...
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Minghua Zeng, Xiongfeng Pan, Qing Liu, "Algorithms on Discretizing Continuous Attributes Values and Its Application to Synthetical Test and Evaluation of Patent Strength," Data Mining Workshops, International Conference on, pp. 428-432, Sixth IEEE International Conference on Data Mining - Workshops (ICDMW'06), 2006.
 
 
BibTex
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@article{ 10.1109/ICDMW.2006.25,
author = {Minghua Zeng and Xiongfeng Pan and Qing Liu},
title = {Algorithms on Discretizing Continuous Attributes Values and Its Application to Synthetical Test and Evaluation of Patent Strength},
journal ={Data Mining Workshops, International Conference on},
volume = {0},
year = {2006},
isbn = {0-7695-2702-7},
pages = {428-432},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICDMW.2006.25},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
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TY - CONF
JO - Data Mining Workshops, International Conference on
TI - Algorithms on Discretizing Continuous Attributes Values and Its Application to Synthetical Test and Evaluation of Patent Strength
SN - 0-7695-2702-7
SP428
EP432
A1 - Minghua Zeng,
A1 - Xiongfeng Pan,
A1 - Qing Liu,
PY - 2006
KW - null
VL - 0
JA - Data Mining Workshops, International Conference on
ER -
 
Minghua Zeng, Nanchang Institute of Technology, Nanchang 330099, China
Xiongfeng Pan, Dalian University of Technology, Dalian 116024, China
Qing Liu, Nanchang University, China
Rough set theory is one of the excellent methods to deal with the uncertain and incomplete information of discrete attributes values. This paper firstly constructs an algorithm to discretize continuous attributes values based on fuzzy similarity relation, and then proposes an algorithm for synthesis evaluation of decision-making tables based on rough set theory, which is integrated with the weight computing technique in AHP but does not use judgment matrix. Both of the algorithms are used to analyze synthetically the patent strength of the Eight Economic Zones in Chinese Mainland. Numerical experimental results show that the proposed algorithms are efficient, effective and feasible.
Citation:
Minghua Zeng, Xiongfeng Pan, Qing Liu, "Algorithms on Discretizing Continuous Attributes Values and Its Application to Synthetical Test and Evaluation of Patent Strength," icdmw, pp.428-432, Sixth IEEE International Conference on Data Mining - Workshops (ICDMW'06), 2006
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