Intelligent early-warning support system for enterprise financial crisis based on case-based reasoning

Zhanbo Lei; Yoshiyasu Yamada; Jihong Huang; Youmin Xi

doi:10.1007/s11424-006-0538-x

Intelligent early-warning support system for enterprise financial crisis based on case-based reasoning

Zhanbo Lei^*, Yoshiyasu Yamada, Jihong Huang, Youmin Xi

^*Corresponding author for this work

Research output: Contribution to journal › Article › peer-review

8 Citations (Scopus)

Abstract

Case-based reasoning (CBR) is an important reasoning technique of expert system. In this paper, the authors introduce CBR to intelligent early-warning support system, which could warn quantitatively for enterprise financial crisis and could warn qualitatively by expert's knowledge and experience. Furthermore, genetic algorithm is applied to case-based reasoning in CBR-IEWSS, which improves accuracy and efficiency of case retrieval. Last, the structure of CBR-IEWSS is given.

Original language	English
Pages (from-to)	538-546
Number of pages	9
Journal	Journal of Systems Science and Complexity
Volume	19
Issue number	4
DOIs	https://doi.org/10.1007/s11424-006-0538-x
Publication status	Published - Dec 2006
Externally published	Yes

Keywords

CBR
Case adjustment
GAs
Intelligent early-warning support system

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10.1007/s11424-006-0538-x

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Lei, Z., Yamada, Y., Huang, J., & Xi, Y. (2006). Intelligent early-warning support system for enterprise financial crisis based on case-based reasoning. Journal of Systems Science and Complexity, 19(4), 538-546. https://doi.org/10.1007/s11424-006-0538-x

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title = "Intelligent early-warning support system for enterprise financial crisis based on case-based reasoning",

abstract = "Case-based reasoning (CBR) is an important reasoning technique of expert system. In this paper, the authors introduce CBR to intelligent early-warning support system, which could warn quantitatively for enterprise financial crisis and could warn qualitatively by expert's knowledge and experience. Furthermore, genetic algorithm is applied to case-based reasoning in CBR-IEWSS, which improves accuracy and efficiency of case retrieval. Last, the structure of CBR-IEWSS is given.",

keywords = "CBR, Case adjustment, GAs, Intelligent early-warning support system",

author = "Zhanbo Lei and Yoshiyasu Yamada and Jihong Huang and Youmin Xi",

note = "Funding Information: Zhanbo LEI School of Public Policy and Administration, Xi{\textquoteright}an Jiaotong University, Xi{\textquoteright}an 710049, China. Email: leizhanb@mail.xjtu.edu.cn. Yoshiyasu YAMADA Department of Industrial Administration Science Univeristy of Tokyo, 2641, Yamiazaki, Noda, Chiba (278), Japan. Jihong HUANG · Youmin XI School of Management, Xi{\textquoteright}an Jiaotong University, Xi{\textquoteright}an 710049, China. ∗This research is supported by National Science Foundation of China under Grant No. 70572038 and State Key Laboratory of Mechanical Manufacturing System Engineering under the research grant of 2006∼2007.",

year = "2006",

month = dec,

doi = "10.1007/s11424-006-0538-x",

language = "English",

volume = "19",

pages = "538--546",

journal = "Journal of Systems Science and Complexity",

issn = "1009-6124",

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T1 - Intelligent early-warning support system for enterprise financial crisis based on case-based reasoning

AU - Lei, Zhanbo

AU - Yamada, Yoshiyasu

AU - Huang, Jihong

AU - Xi, Youmin

N1 - Funding Information: Zhanbo LEI School of Public Policy and Administration, Xi’an Jiaotong University, Xi’an 710049, China. Email: leizhanb@mail.xjtu.edu.cn. Yoshiyasu YAMADA Department of Industrial Administration Science Univeristy of Tokyo, 2641, Yamiazaki, Noda, Chiba (278), Japan. Jihong HUANG · Youmin XI School of Management, Xi’an Jiaotong University, Xi’an 710049, China. ∗This research is supported by National Science Foundation of China under Grant No. 70572038 and State Key Laboratory of Mechanical Manufacturing System Engineering under the research grant of 2006∼2007.

PY - 2006/12

Y1 - 2006/12

N2 - Case-based reasoning (CBR) is an important reasoning technique of expert system. In this paper, the authors introduce CBR to intelligent early-warning support system, which could warn quantitatively for enterprise financial crisis and could warn qualitatively by expert's knowledge and experience. Furthermore, genetic algorithm is applied to case-based reasoning in CBR-IEWSS, which improves accuracy and efficiency of case retrieval. Last, the structure of CBR-IEWSS is given.

AB - Case-based reasoning (CBR) is an important reasoning technique of expert system. In this paper, the authors introduce CBR to intelligent early-warning support system, which could warn quantitatively for enterprise financial crisis and could warn qualitatively by expert's knowledge and experience. Furthermore, genetic algorithm is applied to case-based reasoning in CBR-IEWSS, which improves accuracy and efficiency of case retrieval. Last, the structure of CBR-IEWSS is given.

KW - CBR

KW - Case adjustment

KW - GAs

KW - Intelligent early-warning support system

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U2 - 10.1007/s11424-006-0538-x

DO - 10.1007/s11424-006-0538-x

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SP - 538

EP - 546

JO - Journal of Systems Science and Complexity

JF - Journal of Systems Science and Complexity

IS - 4

ER -

Intelligent early-warning support system for enterprise financial crisis based on case-based reasoning

Abstract

Keywords

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