An evidence combination rule based on the support degree of focal element

Luo He; Yang Shanlin; Fu Chao; Hu Xiaojian

doi:10.1109/FSKD.2007.156

An evidence combination rule based on the support degree of focal element

Luo He
, Yang Shanlin
, Fu Chao
, Hu Xiaojian

Hefei University of Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

3 Scopus citations

Abstract

According to the management and assignment of conflicted evidences in the evidence combination, the paper introduces the supporting degree of focal element of conflicted evidences to the combination rule according to these issues, and suggests a new way of combination assignment. Based on the support degree of focal element, we establish a combination rule of evidence theory. Besides, the paper also gives the strict demonstration and makes simulated experiments of the new rule. The new rule rationally assigns the probability of conflicted evidences to every focal element according to the support degree. The experiments show that the results of the new combination rule are very reliable and rational.

Original language	English
Title of host publication	Proceedings - Fourth International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2007
Pages	432-436
Number of pages	5
DOIs	https://doi.org/10.1109/FSKD.2007.156
State	Published - 2007
Externally published	Yes
Event	4th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2007 - Haikou, China Duration: 24 Aug 2007 → 27 Aug 2007

Publication series

Name	Proceedings - Fourth International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2007
Volume	2

Conference

Conference	4th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2007
Country/Territory	China
City	Haikou
Period	24/08/07 → 27/08/07

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10.1109/FSKD.2007.156

Cite this

He, L., Shanlin, Y., Chao, F., & Xiaojian, H. (2007). An evidence combination rule based on the support degree of focal element. In Proceedings - Fourth International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2007 (pp. 432-436). Article 4406115 (Proceedings - Fourth International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2007; Vol. 2). https://doi.org/10.1109/FSKD.2007.156

@inproceedings{5b4ad40d8b8a4e06919a5d34b4b7a488,

title = "An evidence combination rule based on the support degree of focal element",

abstract = "According to the management and assignment of conflicted evidences in the evidence combination, the paper introduces the supporting degree of focal element of conflicted evidences to the combination rule according to these issues, and suggests a new way of combination assignment. Based on the support degree of focal element, we establish a combination rule of evidence theory. Besides, the paper also gives the strict demonstration and makes simulated experiments of the new rule. The new rule rationally assigns the probability of conflicted evidences to every focal element according to the support degree. The experiments show that the results of the new combination rule are very reliable and rational.",

author = "Luo He and Yang Shanlin and Fu Chao and Hu Xiaojian",

year = "2007",

doi = "10.1109/FSKD.2007.156",

language = "英语",

isbn = "0769528740",

series = "Proceedings - Fourth International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2007",

pages = "432--436",

booktitle = "Proceedings - Fourth International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2007",

note = "4th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2007 ; Conference date: 24-08-2007 Through 27-08-2007",

}

He, L, Shanlin, Y, Chao, F & Xiaojian, H 2007, An evidence combination rule based on the support degree of focal element. in Proceedings - Fourth International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2007., 4406115, Proceedings - Fourth International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2007, vol. 2, pp. 432-436, 4th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2007, Haikou, China, 24/08/07. https://doi.org/10.1109/FSKD.2007.156

An evidence combination rule based on the support degree of focal element. / He, Luo; Shanlin, Yang; Chao, Fu et al.
Proceedings - Fourth International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2007. 2007. p. 432-436 4406115 (Proceedings - Fourth International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2007; Vol. 2).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - He, Luo

AU - Shanlin, Yang

AU - Chao, Fu

AU - Xiaojian, Hu

PY - 2007

Y1 - 2007

N2 - According to the management and assignment of conflicted evidences in the evidence combination, the paper introduces the supporting degree of focal element of conflicted evidences to the combination rule according to these issues, and suggests a new way of combination assignment. Based on the support degree of focal element, we establish a combination rule of evidence theory. Besides, the paper also gives the strict demonstration and makes simulated experiments of the new rule. The new rule rationally assigns the probability of conflicted evidences to every focal element according to the support degree. The experiments show that the results of the new combination rule are very reliable and rational.

AB - According to the management and assignment of conflicted evidences in the evidence combination, the paper introduces the supporting degree of focal element of conflicted evidences to the combination rule according to these issues, and suggests a new way of combination assignment. Based on the support degree of focal element, we establish a combination rule of evidence theory. Besides, the paper also gives the strict demonstration and makes simulated experiments of the new rule. The new rule rationally assigns the probability of conflicted evidences to every focal element according to the support degree. The experiments show that the results of the new combination rule are very reliable and rational.

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DO - 10.1109/FSKD.2007.156

M3 - 会议稿件

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SN - 0769528740

SN - 9780769528748

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EP - 436

BT - Proceedings - Fourth International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2007

T2 - 4th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2007

Y2 - 24 August 2007 through 27 August 2007

ER -

An evidence combination rule based on the support degree of focal element

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