Personal information
Name: BIAN Xihui
Birth: December 26, 1983
Birthplace: Rizhao, Shangdong, China
Professional titles：Associate Professor
Discipline: Chemical engineering and technology
Mobile: +86-13820242827
E-mail: bianxihui@163.com
Education
September 2008-July 2010 (Doctor in Nankai University)
Major in Analytical Chemistry, College of Chemistry, and research on Cheminformatics and supervised by Professor Xueguang Shao, Ph.D. degree received.
September 2006- July 2008 (Master in Tianjin University)
Major in Applied Chemistry, School of Chemical Engineering and Technology, and research on Transdermal Delivery of Drugs and supervised by Associate Professor Xueqin Zhou, M.S. received.
September 2002- July 2006 (Bachelor in Tiangong University)
Major in Applied Chemistry, School of Material Science and Chemical Engineering, and research on Analysis of Complex samples and supervised by Professor Xiujun Liu, B. S. received
Research Area
1. Chemometrics methods
2. Rapid nondestructive detection of edible vegetable oil quality safety
3. Process quality control of traditional Chinese medicine
4. Detection of metal ions combined spectroscopy with membrane enrichment
Honor
1.Third level talents of 131 innovative talents training project in Tianjin
2.Outstanding reviewer for Analytical Methods
3.Tianjin Outstanding Science and Technology Correspondent
Projects
1.National Natural Science Foundation of China, High performance model fusion for the process quality control of traditional Chinese medicine with near-infrared spectroscopy, No. 21405110
2.The Science and Technology Plans of Tianjin, High performance ensemble modeling methods for quality of edible vegetable oil based on near infrared spectroscopy, No. 16JCTPJC44700.
3.The Science and Technology Plans of Tianjin, Simultaneous determination of trace heavy metal ions in water by membrane enrichment and ultraviolet visible diffuse reflectance spectroscopy, No. 15PTSYJC00230.
Published Papers
1.Xihui Bian*, Caixia Zhang, Peng Liu, Ligang Lin, Guohui Chen, Xiaoyao Tan, Yugao Guo, Bowen Cheng, A robust boosting extreme learning machine method for multivariate calibration of complex samples, Analytica Chimica Acta, 2018, 1009, 20-26 (IF: 4.950)
2.Xueguang Shao*, Xihui Bian, Wensheng Cai, An improved boosting partial least squares method for near-infrared spectroscopic quantitative analysis, Analytica Chimica Acta, 2010, 666(1-2): 32-37 (IF: 4.950)
3.Xihui Bian, Wensheng Cai, Xueguang Shao*, Da Chen, Edward R. Grant, Detecting influential observations by cluster analysis and Monte Carlo cross validation, Analyst, 2010, 135, 2841-2847 (IF: 4.033)
4.Xihui Bian*, Caixia Zhang, Peng Liu, Junfu Wei, Xiaoyao Tan, Ligang Lin, Na Chang, Yugao Guo, Rapid identification of milk samples by high and low frequency unfolded partial least squares discriminant analysis combined with near infrared spectroscopy, Chemometrics and Intelligent Laboratory Systems, 2017, 170, 96-101 (IF: 2.303, 二区)
5.Caixia Zhang, Xihui Bian*, Peng Liu, Xiaoyao Tan, Qingjie Fan, Wei Liu, Ligang Lin, Subagging for the improvement of predictive stability of extreme learning machine for spectral quantitative analysis of complex samples, Chemometrics and Intelligent Laboratory Systems, 2017, 161, 43-48 (IF: 2.303)
6.Xihui Bian*, Shujuan Li, Xueguang Shao, Peng Liu, Variable space boosting partial least squares for multivariate calibration of near-infrared spectroscopy, Chemometrics and Intelligent Laboratory Systems, 2016, 158, 174-179 (IF: 2.303)
7.Xihui Bian*, Caixia Zhang, Xiaoyao Tan, Michal Dymek, Yugao Guo, Ligang Lin, Bowen Cheng, Xiaoyu Hu, A boosting extreme learning machine for nearinfrared spectral quantitative analysis of diesel fuel and edible blend oil samples, Analytical Methods, 2017, 9, 2983-2989 (IF: 1.900)
8.Xihui Bian*, Shujuan Li, Mengran Fan, Yugao Guo, Na Chang, Jiangjiang Wang, Spectral quantitative analysis of complex samples based on extreme learning machine, Analytical Methods, 2016, 8, 4674-4679 (IF: 1.900)
9.Xueguang Shao*, Xihui Bian, Jingjing Liu, Min Zhang, Wensheng Cai, Multivariate calibration methods in near-infrared spectroscopic analysis, Analytical Methods, 2010, 2, 1662-1666 (IF: 1.900)
10.Xihui Bian*, Pengyao Diwu, Yirui Liu, Peng Liu, Qian Li, Xiaoyao Tan, Ensemble calibration for the spectral quantitative analysis of complex samples, Journal of Chemometrics, 2017, doi: 10.1002/cem.2940 (IF: 1.884)
11.Xihui Bian, Da Chen, Wensheng Cai, Edward R. Grant, Xueguang Shao*, Rapid Determination of Metabolites in Bio-fluid Samples by Raman Spectroscopy and Optimum Combinations of Chemometric Methods, Chinese Journal of Chemistry, 2011, 29, 2525-2532 (IF: 1.872)
12.Xihui Bian*, Caixia Zhang, Qian Li, Qingjie Fan, Yugao Guo, Double ensemble modeling based on LASSO and Monte Carlo resampling for quantitative analysis of complex samples, International Congress on Analytical Sciences, 7aP164, Haikou, May 5-8, 2017
13.Pengyao Diwu, Xihui Bian, Peng Liu*, Ming Li, Yuanyuan Chu, Xiaoyao Tan, Empirical mode decomposition multi-scale extreme learning machine method, International Congress on Analytical Sciences, 7aP-235, Haikou, May 5-8, 2017
14.Xihui Bian*, Shujuan Li, Ligang Lin, Qingjie Fan, High and low frequency unfolded partial least squares based on Hilbert-Huang transform for quantitatively and qualitatively analysis of complex samples, XV Chemometrics in Analytical Chemistry, O-49, Changsha July 22-26, 2015
15.Shujuan Li, Xihui Bian*, Xuegang Shao, Variable space boosting PLS for near-infrared spectroscopy modeling, XV Chemometrics in Analytical Chemistry, P-021, Changsha July 22-26, 2015
16.Xihui Bian*, Pengyao Diwu, Xiaoyao Tan, Yugao Guo, Ensemble strategies and methods for the spectral quantitative analysis of complex samples, The 14th Symposium of Computional (Computer) in China, O-2-09, Nanjing, Jiangsu, November 17-20, 2017
17.Pengyao Diwu, Xihui Bian*, Yuanyuan Chu, Xiaoyao Tan, A selective ensemble preprocessing method for the spectral signal analysis of complex samples, The 14th Symposium of Computional (Computer) in China, O-2-01, Nanjing, Jiangsu, November 17-20, 2017
18.Peng Liu, Xihui Bian*, Junfu Wei, Wenqiang Wang, A selective ensemble preprocessing method for the spectral signal analysis of complex samples, The 14th Symposium of Computional (Computer) in China, P-2-006, Nanjing, Jiangsu, November 17-20, 2017
19.Xihui Bian*, Jing Wang, Xiaoyao Tan, Xiaoyu Cui, Xuegang Shao, Rapid identification and quantification of Panax notoginseng with its adulterants by near infrared spectroscopy combined with chemometrics, The first Medicine Quality Analysis and Process Control Congress, Beijing, November 22-24, 2017
20.Xihui Bian*, Shujuan Li, Michal Dymek, Xiaoyao Tan, Boosting extreme learning machine for spectral quantitative analysis of complex samples, The 30th Chinese Chemical Society Congress, 25-P-065, Dalian, Liangning, July 1-4, 2016
21.Caixia Zhang, Yugao Guo, Peng Liu, Xihui Bian*, Identification of similar chinese herbal medicines based on near infrared spectroscopy with chemical pattern recognition, The 30th Chinese Chemical Society Congress, 25-P-064, Dalian, Liangning, July 1-4, 2016
22.Xihui Bian*, Caixia Zhang, Limei Liu, Jiaojiao Chen, Xiaoyao Tan, Rapid nondestructive detection of edible vegetable oil quality safety based on near-infrared spectroscopy, The 6th National Symposium on Near Infrared Spectroscopy, O-36, Wuhan, Hubei, March 24-26, 2016
23.Xihui Bian*, Yun Zhong, Peng Liu, Yugao Guo, Xiaoyao Tan, Junfu Wei, Extreme learning machine and its ensemble modeling for quantitative spectral analysis of complex samples, The 13th Symposium of Computional (Computer) in China, 1-OP-16, Guangzhou, Guangdong, November 19-22, 2015
24.Xihui Bian*, Shujuan Li, Yugao Guo, Xiaoyao Tan, Junfu Wei, Intelligent classification of waste plastics based on attenuated total reflection fourier transform infrared spectroscopy and chemical pattern recognition, The 5th National Symposium on Near Infrared Spectroscopy, P-105, Wuhan, Hubei, September 23-25, 2014
25.Xihui Bian*, Jiaojiao Chen, Jing Wang, Xiaoyao Tan, Yugao Guo, Discrimination of liquid milk brands based on near infrared transmission spectroscopy and chemical pattern recognition, The 29th Chinese Chemical Society Congress, 19-P-025, Dalian, Liangning, Auguest 4-7, 2014
26.Xihui Bian, Min Zhang, Heng Xu, Xuegang Shao*, Wensheng Cai, A new wavelength selection method for multivariate calibration of Near-infrared spectroscopy, The 27th Chinese Chemical Society Congress, 15-O-004, Xiamen, Fujian, June 20-23, 2010
27.Xihui Bian, Wensheng Cai, Xuegang Shao*, Detecting outliers in partial least squares by Monte Carlo cross validation and cluster analysis, The 3rd National Symposium on Near Infrared Spectroscopy, O-007, Shanghai, October 13-15, 2010
28.Xihui Bian, Wensheng Cai, Xuegang Shao*, Improved boosting multivariate calibration methods for quantitative analysis of near-infrared spectra of complex samples, The 10th Symposium of Computional (Computer) in China, 2-O-001, Hangzhou, Zhejiang, October 23-25, 2009
