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2009 Sixth International Conference on Fuzzy Systems and Knowledge Discovery
Fuzzy Comprehensive Evaluation Based on Rough Set
Tianjin, China
August 14-August 16
ISBN: 978-0-7695-3735-1
| ASCII Text | x | ||
| Dingjun Chen, "Fuzzy Comprehensive Evaluation Based on Rough Set," Fuzzy Systems and Knowledge Discovery, Fourth International Conference on, vol. 4, pp. 91-93, 2009 Sixth International Conference on Fuzzy Systems and Knowledge Discovery, 2009. | |||
| BibTex | x | ||
| @article{ 10.1109/FSKD.2009.390, author = {Dingjun Chen}, title = {Fuzzy Comprehensive Evaluation Based on Rough Set}, journal ={Fuzzy Systems and Knowledge Discovery, Fourth International Conference on}, volume = {4}, year = {2009}, isbn = {978-0-7695-3735-1}, pages = {91-93}, doi = {http://doi.ieeecomputersociety.org/10.1109/FSKD.2009.390}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - CONF JO - Fuzzy Systems and Knowledge Discovery, Fourth International Conference on TI - Fuzzy Comprehensive Evaluation Based on Rough Set SN - 978-0-7695-3735-1 SP91 EP93 A1 - Dingjun Chen, PY - 2009 KW - rough set KW - information entropy KW - fuzzy comprehensive assessment KW - weight VL - 4 JA - Fuzzy Systems and Knowledge Discovery, Fourth International Conference on ER - | |||
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/FSKD.2009.390
For many evaluation indexes and without the index’s weight, The method of fuzzy comprehensive evaluation based on rough set is put forward. The original evaluation indexes are treated by using the rough set theory and the concept of information entropy to filter the original indexes. The attribute significance of rough set is applied to allocate weight coefficient for the reduced factor indexes with more objective way, which overcomes the subjective factor of the traditional method of determining the weight. Finally, fuzzy comprehensive assessment method is used to get the last result and the accuracy of the assessment results is improved.
Index Terms:
rough set, information entropy, fuzzy comprehensive assessment, weight
Citation:
Dingjun Chen, "Fuzzy Comprehensive Evaluation Based on Rough Set," fskd, vol. 4, pp.91-93, 2009 Sixth International Conference on Fuzzy Systems and Knowledge Discovery, 2009
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