Risk Assessment of Advance Payment of Warship Building Based on Support Vector Machine

被引：0

作者：

Liu Baoping ^{[1
]}

Sun Shengxiang ^{[1
]}

机构：

[1] Naval Univ Engn, Dept Equipment Econ & Management, Wuhan 430033, Peoples R China

来源：

PROCEEDINGS OF THE 5TH INTERNATIONAL CONFERENCE ON INNOVATION & MANAGEMENT, VOLS I AND II | 2008年

关键词：

Advance payment of warship building; Support vector machine; Risk assessment;

D O I：

暂无

中图分类号：

C93 [管理学];

学科分类号：

12 ; 1201 ; 1202 ; 120202 ;

摘要：

With the increase of the scale and complexity of warship building items, the risk of advance payment of warship building (APWB) has become a great concern for the army. In order to over come the shortage of traditional risk assessment method, this paper constructs model to assess the risk of APWB. The model of Index system of risk assessment is built Lip on the basis of support vector machine (SVM). From the comparison with the back-propagation neural network (BPNN) method, the SVM-based model demonstrates better performance of risk assessment for decision making by APWB.

引用

页码：1781 / 1785

页数：5

共 50 条

[41] Transient stability assessment of power system based on support vector machine
Ye, Shengyong
Zheng, Yongkang
Qian, Qingquan
PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS AND KNOWLEDGE ENGINEERING (ISKE 2007), 2007,
[42] A quality assessment method of Iris image based on support vector machine
Gao, Si
Zhu, Xiaodong
Liu, Yuanning
He, Fei
Huo, Guang
Journal of Fiber Bioengineering and Informatics, 2015, 8 (02): : 293 - 300
[43] Power system cascading outages assessment based on support vector machine
Deng, Hui-Qiong
Ai, Xin
Liu, Hao
Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering, 2005, 25 (SUPPL.): : 178 - 183
[44] A Technological Innovation Risk Evaluation Model Based on Support Vector Machine
Ting, Wang
Hui, Zhang
PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON RISK MANAGEMENT & ENGINEERING MANAGEMENT, VOLS 1 AND 2, 2008, : 9 - 12
[45] Model for assessing water shortage risk based on support vector machine
Huang, Ming-Cong
Xie, Jian-Cang
Ruan, Ben-Qing
Wang, Ya-Mei
Shuili Xuebao/Journal of Hydraulic Engineering, 2007, 38 (03): : 255 - 259
[46] Estimation of vessel collision risk index based on support vector machine
Gang, Longhui
Wang, Yonghui
Sun, Yao
Zhou, Liping
Zhang, Mingheng
ADVANCES IN MECHANICAL ENGINEERING, 2016, 8 (11) : 1 - 10
[47] Risk Evaluation of Overseas Mining Investment Based on a Support Vector Machine
He, Hujun
Zhao, Yichen
Tian, Hongxu
Li, Wei
SUSTAINABILITY, 2023, 15 (01)
[48] Extended Robust Support Vector Machine Based on Financial Risk Minimization
Takeda, Akiko
Fujiwara, Shuhei
Kanamori, Takafumi
NEURAL COMPUTATION, 2014, 26 (11) : 2541 - 2569
[49] APPLICATION OF A SUPPORT VECTOR MACHINE FOR LIQUEFACTION ASSESSMENT
Lee, Ching-Yinn
Chern, Shuh-Gi
JOURNAL OF MARINE SCIENCE AND TECHNOLOGY-TAIWAN, 2013, 21 (03): : 318 - 324
[50] A support vector machine for decision support in melanocytic lesion assessment
Gilmore, S.
Soyer, H. P.
AUSTRALASIAN JOURNAL OF DERMATOLOGY, 2010, 51 : A20 - A20

← 1 2 3 4 5 →