Cancer classification based on direction-basis-function neural networks

SEMI OpenIR > 中国科学院半导体研究所（2009年前）

	Cancer classification based on direction-basis-function neural networks
	Wang, SJ; Zhou, LF; Wang, SJ, CAS, Inst Semicond, Beijing 100083, Peoples R China.
	2007
会议名称	1st International Conference Bio-Inspired Computing -Theory and Applications
会议录名称	DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS
页码	14: 587-589 Part 2 Suppl
会议日期	SEP 18-22, 2006
会议地点	Wuhan, PEOPLES R CHINA
出版地	C/O DCDIS JOURNAL, 317 KAREN PLACE, WATERLOO, ONTARIO N2L 6K8, CANADA
出版者	WATAM PRESS
ISSN	1492-8760
部门归属	[wang, shoujue; zhou, lingfei] cas, inst semicond, beijing 100083, peoples r china
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.
关键词	Gene Prediction
学科领域	人工智能
主办者	作者关键词: gene expression; direction basis function; priority ordered neural networks; cancer classification
收录类别	CPCI-S
语种	英语
文献类型	会议论文
条目标识符	http://ir.semi.ac.cn/handle/172111/7880
专题	中国科学院半导体研究所（2009年前）
通讯作者	Wang, SJ, CAS, Inst Semicond, Beijing 100083, Peoples R China.
推荐引用方式 GB/T 7714	Wang, SJ,Zhou, LF,Wang, SJ, CAS, Inst Semicond, Beijing 100083, Peoples R China.. Cancer classification based on direction-basis-function neural networks[C]. C/O DCDIS JOURNAL, 317 KAREN PLACE, WATERLOO, ONTARIO N2L 6K8, CANADA:WATAM PRESS,2007:14: 587-589 Part 2 Suppl.