| support vector regression for software reliability growth modeling and prediction |
| Xing F; Guo P
|
| 2005
|
| 会议名称 | 2nd International Symposium on Neural Networks
|
| 会议录名称 | Lecture Notes in Computer Science
|
| 页码 | 925-930
|
| 会议日期 | MAY 30-JUN
|
| 会议地点 | Chongqing, PEOPLES R CHINA
|
| 收录类别 | sci
; istp
; ei
|
| 出版地 | HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY
|
| 出版者 | ADVANCES IN NEURAL NETWORKS - ISNN 2005, PT 1, PROCEEDINGS
|
| ISSN | 0302-9743
|
| ISBN | 3-540-25912-0
|
| 部门归属 | Beijing Normal Univ, Dept Comp Sci, Beijing 100875, Peoples R China. Chinese Acad Sci, Inst Software, Comp Sci Lab, Beijing 100080, Peoples R China.
|
| 摘要 | In this work, we propose to apply support vector regression (SVR) to build software reliability growth model (SRCM). SRGM is an important aspect in software reliability engineering. Software reliability is the probability that a given software |
| 关键词 | Computer Software
Failure Analysis
Mathematical Models
Probability
Regression Analysis
Reliability
Software Engineering
Vectors
|
| 主办者 | Chongqing Univ, SW Normal Univ, Chongqing Univ, Posts& Telecommun, SW Agr Univ, Chongqing Educ Coll, Chinese Univ Hong Kong, Asia Pacific Neural Network Assembly, European Neural Network Soc, IEEE Circuits & Syst Soc, IEEE Computat Intelligenc
|
| 语种 | 英语
|
| 内容类型 | 会议论文
|
| URI标识 | http://ir.iscas.ac.cn/handle/311060/12754
|
| 专题 | 中国科学院软件研究所
|
推荐引用方式
GB/T 7714 |
Xing F,Guo P. support vector regression for software reliability growth modeling and prediction[C]. HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY:ADVANCES IN NEURAL NETWORKS - ISNN 2005, PT 1, PROCEEDINGS,2005:925-930.
|
修改评论