@article{Phong_Hồ_Sơn_Thủy_2013, title={A fuzzy classifier design method based on the extended hedge algebras quantification}, volume={29}, url={https://vjs.ac.vn/index.php/jcc/article/view/4340}, DOI={10.15625/1813-9663/29/4/4340}, abstractNote={<!--[if gte mso 9]><xml> <o:OfficeDocumentSettings> <o:RelyOnVML /> <o:AllowPNG /> </o:OfficeDocumentSettings> </xml><![endif]--><span style="font-size: 11.0pt; font-family: "Times New Roman","serif"; mso-fareast-font-family: "MS Mincho"; mso-ansi-language: EN-AU; mso-fareast-language: JA; mso-bidi-language: AR-SA;" lang="EN-AU">The conventional method of quantification of hedge algebras [1-2] has achieved effective successes in its application to the fuzzy classifier design problem of fuzzy sets based semantics of linguistic terms in the form of triangle fuzzy sets [3</span><span style="font-size: 11.0pt; font-family: "Times New Roman","serif"; mso-fareast-font-family: "MS Mincho"; mso-ansi-language: VI; mso-fareast-language: JA; mso-bidi-language: AR-SA;" lang="VI">, </span><span style="font-size: 11.0pt; font-family: "Times New Roman","serif"; mso-fareast-font-family: "MS Mincho"; mso-ansi-language: EN-AU; mso-fareast-language: JA; mso-bidi-language: AR-SA;" lang="EN-AU">4</span><span style="font-size: 11.0pt; font-family: "Times New Roman","serif"; mso-fareast-font-family: "MS Mincho"; mso-ansi-language: VI; mso-fareast-language: JA; mso-bidi-language: AR-SA;" lang="VI">, </span><span style="font-size: 11.0pt; font-family: "Times New Roman","serif"; mso-fareast-font-family: "MS Mincho"; mso-ansi-language: EN-AU; mso-fareast-language: JA; mso-bidi-language: AR-SA;" lang="EN-AU">11]. The numeric semantic of a term defined by its semantically quantifying mapping value is a point which is relevant to define the vertex of the triangular fuzzy set. An extended quantification method of hedge algebras proposed in [10] using partitions of the feature spaces allows to model the core semantics of a terms in the form of an interval, which is upper base of a trapezoidal fuzzy set, based on a degree <em>k</em> semantically quantifying mapping intervals. Based on this extended hedge algebras quantification, this paper proposes a method for designing linguistic terms and fuzzy rule based classifiers with trapezoidal fuzzy set semantics and then examines the effectiveness of the new quantification method in solving classification problems. 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table.MsoNormalTable {mso-style-name:"Table Normal"; mso-tstyle-rowband-size:0; mso-tstyle-colband-size:0; mso-style-noshow:yes; mso-style-priority:99; mso-style-parent:""; mso-padding-alt:0cm 5.4pt 0cm 5.4pt; mso-para-margin:0cm; mso-para-margin-bottom:.0001pt; mso-pagination:widow-orphan; font-size:10.0pt; font-family:"Calibri","sans-serif";} </style> <![endif]-->}, number={4}, journal={Journal of Computer Science and Cybernetics}, author={Phong, Phạm Đình and Hồ, Nguyễn Cát and Sơn, Trần Thái and Thủy, Nguyễn Thanh}, year={2013}, month={Dec.}, pages={325–337} }