Dealing with missing values in nuclear safeguards evaluation

Research output: Contribution to report/book/conference proceedingsIn-proceedings paperpeer-review

Standard

Dealing with missing values in nuclear safeguards evaluation. / Kabak, Özgür; Ruan, Da; Carchon, Roland (Peer reviewer).

Intelligent Decision Making Systems. Vol. 1 Singapore, Singapore, 2009. p. 145-152 (Computer Engineering and Information Science; No. 2).

Research output: Contribution to report/book/conference proceedingsIn-proceedings paperpeer-review

Harvard

Kabak, Ö, Ruan, D & Carchon, R 2009, Dealing with missing values in nuclear safeguards evaluation. in Intelligent Decision Making Systems. vol. 1, Computer Engineering and Information Science, no. 2, Singapore, Singapore, pp. 145-152, The 4th Int. ISKE Conf. on Intelligent Decision Making Systems, Hasselt, Belgium, 2009-11-27.

APA

Kabak, Ö., Ruan, D., & Carchon, R. (2009). Dealing with missing values in nuclear safeguards evaluation. In Intelligent Decision Making Systems (Vol. 1, pp. 145-152). (Computer Engineering and Information Science; No. 2)..

Vancouver

Kabak Ö, Ruan D, Carchon R. Dealing with missing values in nuclear safeguards evaluation. In Intelligent Decision Making Systems. Vol. 1. Singapore, Singapore. 2009. p. 145-152. (Computer Engineering and Information Science; 2).

Author

Kabak, Özgür ; Ruan, Da ; Carchon, Roland. / Dealing with missing values in nuclear safeguards evaluation. Intelligent Decision Making Systems. Vol. 1 Singapore, Singapore, 2009. pp. 145-152 (Computer Engineering and Information Science; 2).

Bibtex - Download

@inproceedings{54a79b61863b463b81a7be952ab8d29a,
title = "Dealing with missing values in nuclear safeguards evaluation",
abstract = "Nuclear Safeguards are a set of activities to verify that a State is living up to its international undertakings not to use nuclear programs for nuclear weapons purposes. In the nuclear safeguards evaluation, the experts from International Atomic Energy Agency evaluate and aggregate different indicators to make the final decision. However, some of the expert evaluation values are usually missing. In this study a cumulative belief-degrees based approach is proposed to aggregate the expert evaluations and deal with the missing values. An index is employed to find the reliability of the final result. A numerical example is provided to illustrate the applicability of the methodology.",
keywords = "fuzzy logic, safeguards, cumulative belive degree, missing values",
author = "{\"O}zg{\"u}r Kabak and Da Ruan and Roland Carchon",
note = "Score = 3; The 4th Int. ISKE Conf. on Intelligent Decision Making Systems ; Conference date: 27-11-2009 Through 28-11-2009",
year = "2009",
month = nov,
language = "English",
isbn = "978-981-4295-05-5",
volume = "1",
series = "Computer Engineering and Information Science",
number = "2",
pages = "145--152",
booktitle = "Intelligent Decision Making Systems",

}

RIS - Download

TY - GEN

T1 - Dealing with missing values in nuclear safeguards evaluation

AU - Kabak, Özgür

AU - Ruan, Da

A2 - Carchon, Roland

N1 - Score = 3

PY - 2009/11

Y1 - 2009/11

N2 - Nuclear Safeguards are a set of activities to verify that a State is living up to its international undertakings not to use nuclear programs for nuclear weapons purposes. In the nuclear safeguards evaluation, the experts from International Atomic Energy Agency evaluate and aggregate different indicators to make the final decision. However, some of the expert evaluation values are usually missing. In this study a cumulative belief-degrees based approach is proposed to aggregate the expert evaluations and deal with the missing values. An index is employed to find the reliability of the final result. A numerical example is provided to illustrate the applicability of the methodology.

AB - Nuclear Safeguards are a set of activities to verify that a State is living up to its international undertakings not to use nuclear programs for nuclear weapons purposes. In the nuclear safeguards evaluation, the experts from International Atomic Energy Agency evaluate and aggregate different indicators to make the final decision. However, some of the expert evaluation values are usually missing. In this study a cumulative belief-degrees based approach is proposed to aggregate the expert evaluations and deal with the missing values. An index is employed to find the reliability of the final result. A numerical example is provided to illustrate the applicability of the methodology.

KW - fuzzy logic

KW - safeguards

KW - cumulative belive degree

KW - missing values

UR - http://ecm.sckcen.be/OTCS/llisapi.dll/open/ezp_101653

UR - http://ecm.sckcen.be/OTCS/llisapi.dll/open/ezp_101653_2

UR - http://ecm.sckcen.be/OTCS/llisapi.dll/open/ezp_101653_3

UR - http://knowledgecentre.sckcen.be/so2/bibref/6312

M3 - In-proceedings paper

SN - 978-981-4295-05-5

VL - 1

T3 - Computer Engineering and Information Science

SP - 145

EP - 152

BT - Intelligent Decision Making Systems

CY - Singapore, Singapore

T2 - The 4th Int. ISKE Conf. on Intelligent Decision Making Systems

Y2 - 27 November 2009 through 28 November 2009

ER -

ID: 74771