GENE_EXPRESSION_DATA

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Tumor Classification of Gene Expression Data by Fuzzy Hybrid Twin SVM被引量：4
《Chinese Journal of Electronics》2022年第1期99-106,共8页DUAN Hua FENG Tong LIU Songning ZHANG Yulin SU Jionglong 
supported by the National Natural Science Foundation of China(U1931207,61702306);Sci.&Tech.Development Fund of Shandong Province of China(ZR2017BF015,ZR2017MF027);the Humanities and Social Science Research Project of the Ministry of Education(18YJAZH017);the Taishan Scholar Program of Shandong Province,SDUST Research Fund(2015TDJH102,2019KJN024);National Statistical Science Research Project in 2019(2019LY49)。
A new classification model, the fuzzy hybrid twin support vector machine(TWSVM), namely FHTWSVM, is proposed by combining the fuzzy TWSVM and the hypersphere support vector machine(SVM).The hypersphere SVM is utilized...
关键词：Binary classification Hybrid twin SVM Fuzzy factor Grid search 
DENCH： A Density-based Hierarchical Clustering Algorithm for Gene Expression Data
《Chinese Journal of Electronics》2007年第1期24-29,共6页SUN Liang ZHAO Fang WANG Yongji 
This work is supported by the National Natural Science Foundation ot China （No.60373053）, the Hundred Talents of the Chinese Academy of Sciences, and the State Education Ministry Scientific Research Foundation for the Returned 0verseas Chinese Scholars （No.[20031406）.
According to the characteristics of gene expression data, a density-based hierarchical clustering algorithm called DENCH （DENsity-based hierarCHical clustering） is proposed. By defining density for points, DENCH can...
关键词：Gene expression data Cluster analysis Density-based clustering Hierarchical framework Peak point Budding yeast Saccharomyces cerevisiae. 
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