【21176077】基于机器嗅觉的生物发酵过程在线检测与分析方法研究国家自然基金项目

基于机器嗅觉的生物发酵过程在线检测与分析方法研究

项目批准号： 21176077

批准年份： 2011

学科分类： B0812.生物化工与合成生物工程

项目负责人：高大启

资助类别：面上项目

负责人职称：教授

依托单位：华东理工大学

资助金额： 60万元

关键词：在线检测;机器嗅觉;神经网络在线学习;过程优化;发酵过程

起止时间： 2012-01-01到2015-12-31

中英文摘要
结题摘要
结题报告
项目成果
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序号	标题	类型	作者
1	Quality-grade evaluation of petroleum waxes using an electronic nose with a TGS gas sensor array	期刊论文	王吉\|高大启\|王泽建\|
2	Improved multi-kernel classification machine with Nystr?m approximation technique	期刊论文	朱昌明\|高大启\|
3	Integrated Fisher linear discriminants: An empirical study	期刊论文	高大启\|丁军\|朱昌明\|
4	IMAT: matrix learning machine with interpolation mapping	期刊论文	王喆\|陆明哲\|高大启\|
5	Multi-kernel classification machine with reduced complexity	期刊论文	王喆\|朱昌明\|牛增欣\|高大启\|
6	Multiple empirical kernel learning with dynamic pairwise constraints	期刊论文	王喆\|范奇\|柯圣\|高大启\|
7	Cost-sensitive multi-view learning machine	期刊论文	王喆\|陆明哲\|牛增昕\|高大启\|
8	嗅觉模拟技术、仪器和气味质量在线分析方法	奖励
9	Random projection ensemble learning with multiple empirical kernels	期刊论文	王喆\|介文博\|高大启\|
10	A modified kernel clustering method with multiple factors	期刊论文	朱昌明\|高大启\|
11	Globalized and localized canonical correlation analysis with multiple empirical kernel mapping	期刊论文	朱昌明\|高大启\|
12	SimG: An Alignment Based Method for Evaluating the Similarity of Small Molecules and Binding Sites	期刊论文	蔡超前\|龚加瑜\|刘晓峰\|高大启\|
13	A novel multiple Nystrom-approximating kernel discriminant analysis	期刊论文	王喆\|介文博\|高大启\|
14	Globalized and Localized Canonical Correlation Analysis with Multiple Empirical Kernel Mapping. Neurocomputing	期刊论文	朱昌明\|王喆\|高大启\|
15	A modified kernel clustering method with multiple factors	期刊论文	朱昌明\|高大启\|
16	Resolution of the Gibbs Phenomenon for Fractional Fourier Series	期刊论文	Zhu, Hongqing\|Ding, Meiyu\|Gao, Daqi（高大启）\|
17	Matrixized Learning Machine with Feature-Clustering Interpolation	期刊论文	朱昱锦\|王喆\|高大启\|
18	Structural multiple empirical kernel learning	期刊论文	王喆\|范奇\|柯圣\|高大启\|
19	McMatMHKS: A direct multi-class matrixized learning machine	期刊论文	王喆\|孟芸\|高大启\|
20	Three-fold structured classifier design based on matrix pattern	期刊论文	王喆\|朱昌明\|高大启\|陈松灿\|
21	Iterative Learning of Fisher Linear Discriminants for Handwritten Digit Recognition	会议论文
22	嗅觉模拟技术、仪器和气味质量在线分析方法	奖励
23	Quantitative analysis of different volatile organic compounds using an improved electronic nose	期刊论文	Gao, Daqi（高大启）\|Ji, Jiuming\|Gong, Jiayu\|Cai, Chaoqian\|
24	Three-fold structured classifier design based on matrix pattern	期刊论文	王喆\|朱昌明\|高大启\|
25	Reduced multiple empirical kernel learning machine	期刊论文	王喆\|陆明哲\|高大启\|
26	Performance evaluation of multilayer perceptrons for discriminating and quantifying multiple kinds of odors with an electronic nose	期刊论文	高大启\|杨泽平\|蔡超前\|刘芳君\|
27	Cost-sensitive multi-view learning machine	期刊论文	王喆\|陆明哲\|牛增欣\|高大启\|
28	Multiple Matrix Learning Machine with Five Aspects of Pattern Information	期刊论文	朱昌明\|高大启\|
29	MPEKDyL: Efficient Multi-Partial Empirical Kernel Dynamic Learning	期刊论文	范奇\|王喆\|李冬冬\|高大启\|
30	PTID: an integrated web resource and computational tool for agrochemical discovery	期刊论文	龚加瑜\|刘晓峰\|刁研研\|高大启\|
31	Optimization of the n-propanol concentration and feedback control strategy with electronic nose in erythromycin fermentation processes	期刊论文	Wang Zejian\|高大启\|Guo Meijin\|Zhuang Yingping\|
32	Random projection ensemble learning with multiple empirical kernels	期刊论文	Wang, Zhe\|Jie, Wenbo\|Chen, Songcan\|Gao, Daqi\|
33	Regularized multi-view learning machine based on response surface technique	期刊论文	Wang, Zhe\|Xu, Jin\|Chen, Songcan\|Gao, Daqi（高大启）\|
34	Gravitational fixed radius nearest neighbor for imbalanced problem	期刊论文	朱昱锦\|王喆\|高大启\|
35	Double-fold localized multiple matrixized learning machine	期刊论文	朱昌明\|王喆\|高大启\|冯翔\|
36	An Efficient and Effective Multiple Empirical Kernel Learning Based on Random Projection	期刊论文	王喆\|介文博\|高大启\|
37	Fisher线性判别式阈值优化方法研究	期刊论文	李艳芳\|高大启\|
38	Threshold optimization of pseudo-inverse linear discriminants based on overall accuracies	会议论文
39	Three-fold structured classifier design based on matrix pattern	期刊论文	王喆\|朱昌明\|高大启\|
40	A novel multiple Nystrom-approximating kernel discriminant analysis	期刊论文	王喆\|介文博\|高大启\|
41	Quantitative analysis of different volatile organic compounds using an improved electronic nose	期刊论文	高大启\|吉久明\|龚家瑜\|
42	An efficient Kernel-based matrixized least squares support vector machine	期刊论文	王喆\|高大启\|
43	Multiple empirical kernel learning based on local information	期刊论文	Wang, Zhe\|Xu, Jin\|Gao, Daqi\|Fu, Yu\|
44	multi-kernel classification machine with Nystr？m approximation technique	期刊论文	朱昌明\|高大启\|
45	Matrixized learning machine with modified pairwise constraints	期刊论文	朱昱锦\|王喆\|高大启\|
46	An efficient and effective multiple empirical kernel learning based on random projection	期刊论文	王喆\|范奇\|介文博\|高大启\|
47	Globalized and localized matrix-pattern-oriented classification machine, Applied Soft Computing	期刊论文	王喆\|朱昱锦\|高大启\|郭卫斌\|
48	IMAT: matrix learning machine with interpolation mapping	期刊论文	王喆\|陆明哲\|高大启\|朱昱锦\|
49	面向气味质量现场分析的机器嗅觉关键技术及其应用	奖励
50	面向气味质量现场分析的机器嗅觉关键技术及其应用	奖励
51	Multi-view learning with Universum	期刊论文	朱昱锦\|刘文文\|陈志华\|高大启\|
52	Multi-view Learning with the Universum	期刊论文	朱昱锦\|刘文文\|陈志华\|高大启\|
53	Classification for imbalanced and overlapping classes using outlier detection and sampling techniques	期刊论文	杨泽平\|高大启\|
54	Dynamic learning algorithm of multi-layer perceptron for letter recognition	会议论文
55	ChemMapper: a versatile web server for exploring pharmacology and chemical structure association based on molecular 3D similarity method	期刊论文	龚加瑜\|蔡超前\|刘晓峰\|高大启\|
56	Globalized and localized matrix-pattern-oriented classification machine	期刊论文	王喆\|朱昱锦\|高大启\|郭卫斌\|
57	Quantitative analysis of multiple kinds of volatile organic compounds using hierarchical models with an electronic nose	期刊论文	高大启\|刘芳君\|王吉\|

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