●会议名称(中文)： 15th Chemometrics in Analytical Chemistry meeting
●会议名称(英文)： XV Chemometrics in Analytical Chemistry
●所属学科： 分析化学,仪器仪表与装置
●开始日期： 2015-06-22
●结束日期： 2015-06-26
●所在国家： 中华人民共和国
●所在城市： 湖南省 长沙市
●主办单位： 中国化学会
●承办单位： 中南大学、湖南大学
●全文截稿日期： 2015-01-31
●会务组联系方式
联系人： Dr. Zhimin Zhang
联系电话： 13976110646
E-MAIL： zmzhang@csu.edu.cn
●会议网站： http://www.chemosolv.com/cac2015/
●会议背景介绍：
Chinese Chemical Society have been hoping to bring together experts in the field of chemometrics to China for the purpose of exploring the problem on the research and development of chemometrics. So far, two international conferences on Chemometrics have been held in China. In 1997, under the support of national natural science foundation committee (NSFC), Hunan university and Bergen university in Norway have successfully held the first international conference on chemometrics in China. In addition, the International Conference on Chemometrics and Bioinformatics in Asia (CCBA) was successfully held in Shanghai in 2004. Except for the international conference, several domestic academic conference on chemometrics, such as the National Symposium on Computational (Computer) Chemistry in China (NSCC, China) and the Chinese Conference on Near Infrared Spectroscopy, have been successfully held for providing a communication platform for Chinese chemometricians and promoting the advancement of chemometrics in China.
Chemometrics has been developed more than 20 years in China. Because of the influence of "turmoil of ten years", the development of chemometrics in China was little bit late comparing with Europe and American. However, under sparkpluging of the grand old men in chemistry field and the strong support from the national natural science foundation committee (NSFC), the researches on chemometrics have been developed quickly since early of 80's. Now chemometrics in China has become a new independent chemical branch of international reputation. Several monographs and text books on chemometrics have been published in Chinese[3], and also a lot of research groups on chemometrics in the institutes in Chinese science academy and the universities who made lots of achievements of international level have been established.
●征文范围及要求：
SCIENTIFIC TOPICS
·Chemometrics in “omics” technologies
(Genomics, transcriptomics, proteomics, metabolomics, metabonomics, evaluation of microarray data, etc.)
·Multivariate curve resolution
(Theoretical aspects, self modeling curve resolution, alternative least squares, unmixing, new developments, etc.)
·Multivariate calibration
(Multivariate calibration, variable (feature) selection, optimization, and their applications in near infrared, Raman spectroscopy etc.)
·Pattern recognition, classification and clustering
(Supervised, unspervised and emsemble learning, etc.)
·Model validation
(All aspect of model validations, model selection, handling uncertainity, cross validation, re-sampling techniques, permutation test, external validation, etc.)
·Chemometrics in industry
(Process analytical technologies, multivariate process control, process monitoring, experimental design, bilinear models, hard modeling, applications, etc.)
·Bioinformatics in Chemistry, Pharmaceutics and Medicines
·Quantitative structure-activity relationships (QSAR) and drug discovery
(Quantitative structure-property relationships (QSPR), variable (feature) selection, topological descriptors, computer aided drug design, molecular modeling,high-throughput
screening, etc.)
·New algorithms and software development
(Data mining, swarm intelligence, optimization, signal processing, Kernel methods, large data sets, missing data, etc.)
·Application of chemometrics to chromatography and spectroscopy
(Baseline correction, peak alignment, smoothing, resolution, etc.)
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