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基于支持向量机的DNA序列分类系统的设计与实现 被引量:8
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作者 蔡春 万潇楠 逯燕玲 《中国农业大学学报》 CAS CSCD 北大核心 2005年第2期58-64,共7页
针对传统统计方法进行DNA序列分类时要求DNA序列样本的概率分布函数已知,但多数情况下概率分布函数未知这一问题,采用支持向量机这一新的机器学习方法对DNA序列进行分类;以VB和Matlab为主要工具开发了基于支持向量机的DNA序列分类系统... 针对传统统计方法进行DNA序列分类时要求DNA序列样本的概率分布函数已知,但多数情况下概率分布函数未知这一问题,采用支持向量机这一新的机器学习方法对DNA序列进行分类;以VB和Matlab为主要工具开发了基于支持向量机的DNA序列分类系统。结果表明:该系统能够动态选择DNA训练样本、待测试样本,以及支持向量机模型中的参数,并根据用户的指定条件动态输出计算结果;对于预测一批已知正确分类答案的DNA序列,系统能够自动统计识别率,以观察参数变化对于算法执行结果的影响。 展开更多
关键词 DNA序列分类 支持向量机 动态化输入 动态化输出
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Ecological footprint of Gansu Province,China between 1997 and 2002:changes and inducement 被引量:1
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作者 Shang Haiyang Chen Kegong +1 位作者 Xu Zhongmin Sam Garland-Renn 《Ecological Economy》 2009年第2期187-194,共8页
The calculation of Ecological Footprint (EF) on the basis of Input-Output model (I-O model) was advanced by Bicknell, and modified and improved hy Ferng who corrected the footprint's aggregation to each sectors. ... The calculation of Ecological Footprint (EF) on the basis of Input-Output model (I-O model) was advanced by Bicknell, and modified and improved hy Ferng who corrected the footprint's aggregation to each sectors. For the lack of sufficient teehnique to deal with the trade between the research areas and the rest of the world, it it necessary to improve this method. And a dynamic analysis of the change of footprint based on I-O model, which could explore the factor impacting the footprint using the ,special advantage of I-O model, ought to be put into practice. After introducing the new method in detail, we calculate and compare the EF and the change of Gansu Province in the northwest of China in 1997 and 2002. The result shows that there was an increase of EF in 2002 caused by final domestic demand. Further; the inerement in EF export was 2.0 × 10^5 ha and 1.6 × 10^6 ha in import. The out-of- region support dropped from 22.6% to 18. 6%. We introduce three factors causing the EF change based on the character of I-O model: the productivity of the resourve which is explained by the change of resource used to obtain one unit output in a sector, the improvement of the economics and the final demand. Finally, we find that the effects of the three factors on the EF change are not identical except the industry sectors and the change of factors in the agriculture and the industry sectors works notably. 展开更多
关键词 Ecological footprint Input-Output model Inducement to change IhPAT
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