Cancer classification based on direction-basis-function neural networks

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	Cancer classification based on direction-basis-function neural networks
	Wang, SJ ; Zhou, LF
	2007
会议名称	1st international conference bio-inspired computing -theory and applications
会议日期	sep 18-22, 2006
会议地点	wuhan, peoples r china
关键词	GENE PREDICTION
页码	14: 587-589 part 2 suppl
通讯作者	wang, sj, cas, inst semicond, beijing 100083, peoples r china.
中文摘要	automatic molecular classification of cancer based on dna microarray has many advantages over conventional classification based on morphological appearance of the tumor. using artificial neural networks is a general approach for automatic classification. in this paper, direction-basis-function neuron and priority-ordered algorithm are applied to neural networks. and the leukemia gene expression dataset is used as an example to testify the classifier. the result of our method is compared to that of svm. it shows that our method makes a better performance than svm.
英文摘要	automatic molecular classification of cancer based on dna microarray has many advantages over conventional classification based on morphological appearance of the tumor. using artificial neural networks is a general approach for automatic classification. in this paper, direction-basis-function neuron and priority-ordered algorithm are applied to neural networks. and the leukemia gene expression dataset is used as an example to testify the classifier. the result of our method is compared to that of svm. it shows that our method makes a better performance than svm.; zhangdi于2010-03-09批量导入; made available in dspace on 2010-03-09t02:12:00z (gmt). no. of bitstreams: 0 previous issue date: 2007; 作者关键词: gene expression; direction basis function; priority ordered neural networks; cancer classification; [wang, shoujue; zhou, lingfei] cas, inst semicond, beijing 100083, peoples r china
收录类别	CPCI-S
会议主办者	作者关键词: gene expression; direction basis function; priority ordered neural networks; cancer classification
会议录	dynamics of continuous discrete and impulsive systems-series b-applications & algorithms
会议录出版者	watam press ; c/o dcdis journal, 317 karen place, waterloo, ontario n2l 6k8, canada
会议录出版地	c/o dcdis journal, 317 karen place, waterloo, ontario n2l 6k8, canada
学科主题	人工智能
语种	英语
ISSN号	1492-8760
内容类型	会议论文
源URL	[http://ir.semi.ac.cn/handle/172111/7880]
专题	半导体研究所_中国科学院半导体研究所（2009年前）
推荐引用方式 GB/T 7714	Wang, SJ,Zhou, LF. Cancer classification based on direction-basis-function neural networks[C]. 见:1st international conference bio-inspired computing -theory and applications. wuhan, peoples r china. sep 18-22, 2006.