mdh.sePublications
Change search
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf
Fuzzy Relational Learning: A New Approach to Case-Based Reasoning
Mälardalen University, School of Innovation, Design and Engineering, Embedded Systems.ORCID iD: 0000-0001-9857-4317
China Life Insurance Company, Shanghai, China.
Mälardalen University, School of Innovation, Design and Engineering. State Nuclear Power Automation System Engineering Company, Shanghai, China.
2013 (English)In: 10TH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY (FSKD), 2013, 594-599 p.Conference paper (Refereed)
Abstract [en]

This paper aims to develop a new approach to case-based reasoning without similarity constraint. The key to this is the case relation model which enables identification of relevant cases from a global perspective. Fuzzy linguistic rules are adopted as powerful means to represent knowledge about relevance between cases in the case relation model. The construction of fuzzy relevance rules can be realized by learning from pairs of cases in the case library. The empirical studies have demonstrated that our CBR system using fuzzy relation model can work with an extremely small number of cases while still yielding competent performance.

Place, publisher, year, edition, pages
2013. 594-599 p.
Keyword [en]
case-based reasoning, fuzzy rules, relational model, relational learning
National Category
Electrical Engineering, Electronic Engineering, Information Engineering
Identifiers
URN: urn:nbn:se:mdh:diva-26091DOI: 10.1109/FSKD.2013.6816266ISI: 000341633700099Scopus ID: 2-s2.0-84901952528ISBN: 978-1-4673-5253-6 (print)OAI: oai:DiVA.org:mdh-26091DiVA: diva2:754625
Conference
10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD), JUL 23-25, 2013, Shenyang, PEOPLES R CHINA
Available from: 2014-10-10 Created: 2014-10-10 Last updated: 2015-01-09Bibliographically approved

Open Access in DiVA

No full text

Other links

Publisher's full textScopus

Search in DiVA

By author/editor
Xiong, Ning
By organisation
Embedded SystemsSchool of Innovation, Design and Engineering
Electrical Engineering, Electronic Engineering, Information Engineering

Search outside of DiVA

GoogleGoogle Scholar

Altmetric score

Total: 9 hits
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf