Case-base maintenance using soft computing techniques

Yan Li; Chi Keung Simon Shiu; Sankar Kumar Pal; James Nga Kwok Liu

Case-base maintenance using soft computing techniques

Yan Li, Chi Keung Simon Shiu, Sankar Kumar Pal, James Nga Kwok Liu

Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

2 Citations (Scopus)

Abstract

The present paper provides first the concept and different tasks of case-base maintenance. Then the use of some soft computing techniques, including fuzzy sets, rough sets and fuzzy integral, is described in maintaining the case base completeness. From the experimental results, these techniques are shown to be very effective in the modeling and extraction of the domain knowledge in the case base.

Original language	English
Title of host publication	International Conference on Machine Learning and Cybernetics
Pages	1768-1773
Number of pages	6
Volume	3
Publication status	Published - 1 Dec 2003
Event	2003 International Conference on Machine Learning and Cybernetics - Xi'an, China Duration: 2 Nov 2003 → 5 Nov 2003

Conference

Conference	2003 International Conference on Machine Learning and Cybernetics
Country/Territory	China
City	Xi'an
Period	2/11/03 → 5/11/03

Keywords

Case-base Maintenance
Case-based Reasoning
Fuzzy Integral
Fuzzy Set
Rough Set
Soft Computing

ASJC Scopus subject areas

Artificial Intelligence

Cite this

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title = "Case-base maintenance using soft computing techniques",

abstract = "The present paper provides first the concept and different tasks of case-base maintenance. Then the use of some soft computing techniques, including fuzzy sets, rough sets and fuzzy integral, is described in maintaining the case base completeness. From the experimental results, these techniques are shown to be very effective in the modeling and extraction of the domain knowledge in the case base.",

keywords = "Case-base Maintenance, Case-based Reasoning, Fuzzy Integral, Fuzzy Set, Rough Set, Soft Computing",

author = "Yan Li and Shiu, {Chi Keung Simon} and Pal, {Sankar Kumar} and Liu, {James Nga Kwok}",

year = "2003",

month = dec,

day = "1",

language = "English",

isbn = "0780378652",

volume = "3",

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booktitle = "International Conference on Machine Learning and Cybernetics",

note = "2003 International Conference on Machine Learning and Cybernetics ; Conference date: 02-11-2003 Through 05-11-2003",

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T1 - Case-base maintenance using soft computing techniques

AU - Li, Yan

AU - Shiu, Chi Keung Simon

AU - Pal, Sankar Kumar

AU - Liu, James Nga Kwok

PY - 2003/12/1

Y1 - 2003/12/1

N2 - The present paper provides first the concept and different tasks of case-base maintenance. Then the use of some soft computing techniques, including fuzzy sets, rough sets and fuzzy integral, is described in maintaining the case base completeness. From the experimental results, these techniques are shown to be very effective in the modeling and extraction of the domain knowledge in the case base.

AB - The present paper provides first the concept and different tasks of case-base maintenance. Then the use of some soft computing techniques, including fuzzy sets, rough sets and fuzzy integral, is described in maintaining the case base completeness. From the experimental results, these techniques are shown to be very effective in the modeling and extraction of the domain knowledge in the case base.

KW - Case-base Maintenance

KW - Case-based Reasoning

KW - Fuzzy Integral

KW - Fuzzy Set

KW - Rough Set

KW - Soft Computing

UR - http://www.scopus.com/inward/record.url?scp=1542375800&partnerID=8YFLogxK

M3 - Conference article published in proceeding or book

SN - 0780378652

VL - 3

SP - 1768

EP - 1773

BT - International Conference on Machine Learning and Cybernetics

T2 - 2003 International Conference on Machine Learning and Cybernetics

Y2 - 2 November 2003 through 5 November 2003

ER -

Case-base maintenance using soft computing techniques

Abstract

Conference

Keywords

ASJC Scopus subject areas

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Cite this