华东理工大学化学与分子工程学院导师介绍:杜一平
杜一平,华东理工大学教授,博士生导师,理学博士,专业分析化学。近年来的研究方向包括:1. 化学计量学和生物信
杜一平,华东理工大学教授,博士生导师,理学博士,专业分析化学。近年来的研究方向包括:1. 化学计量学和生物信息学;2. 生命物质新分析方法研究;3. 近红外光谱仪器研制和分析方法研究。发表论文50篇,其中20多篇被SCI收录,获2006年BUCHI近红外光谱国际奖(BUCHI NIR award 2006).
代表性论文如下:
1. Y. P. Du,S. Kasemsumran, K. Maruo, T. Nakagawa, Y. Ozaki, Improvement of PLS model performance for oral glucose intake experiments by using some chemometric methods, Anal. Sci., 2005, 21,979-984.
2. Yi Ping Du, Yi Zeng Liang, Sumaporn Kasemsumran, Katsuhiko Maruo, Yukihiro Ozaki, Removal of interference signals due to water from in vivo near-infrared (NIR) spectra of blood glucose by region orthogonal signal correction (ROSC), Analytical Sciences, 2004, 20, 1339-1345.
3. Yi Ping Du, Yi Zeng Liang, Jian Hui Jiang, R.James Berry, Yukihiro Ozaki, Spectral regions selection to improve prediction ability of PLS models by changeable size moving window partial least squares and searching combination moving window partial least squares, Analytica Chimica Acta, 2004, 501(2), 183-191.
4. Yiping Du, Jianhui Jiang, Yizeng Liang, Toru Amari,Yukihiro Ozaki, Chemometric Resolution of ATR/IR Spectra Data for Polycondensation Reaction of Bis(hydroxyethylterephthalate) with Local Rank Analysis, The Analy ionship between molecular structure and GC retention indices of alkanes by projection pursuit, Computational Biology and Chemistry, 2003, 27(3), 339-353.
5. Yiping Du, Yizeng Liang, Dong Yun, Data Mining for Seeking Accurate Quantitative Relationship between Molecular Structure and GC Retention Indices of Alkenes by Projection Pursuit, J. Chem. Inf. Comput. Sci., 2002, 42(6), 1283-1292 .
6. Yiping Du, Yizeng Liang, Boyan Li, Chengjian Xu, Orthogonalization of Block Variables by Subspace-Projection For Quantitative Structure Property Relationship (QSPR) Research, J. Chem. Inf. Comput. Sci., 2002, 42(5), 993-1003 .
7. Yiping Du and Yizeng Liang, Data mining for seeking accurate quantitative relationship between molecular structure and GC retention indices of alkanes by projection pursuit, Computational Biology and Chemistry, 2003, 27(3), 339-353.
8. 杜一平,王文明,梁逸曾,用投影寻踪方法研究环烷烃保留指数与结构的关系,高等学校化学学报, 2003, 24(10), 1795-1797.
9. 杜一平, 崔卉, 梁逸曾, 气相色谱灰色分析体系中未知组分保留指数的预测,分析化学,2001, 29(1),15-18.
10.Yi Ping Du, Sumaporn Kasemsumran, Katsuhiko Maruo, Takehiro Nakagawa, Yukihiro Ozaki, Ascertainment of the number of samples in the validation set in Monte Carlo cross validation and the selection of model dimension with Monte Carlo cross validation, Chemom. Inte., Lab. Syst. (in press)
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E-mail :yipingdu@263.net
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