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Brain Emotional Learning Based Fuzzy Inference System (Modified using Radial Basis Function)
Halmstad University, School of Information Technology, Halmstad Embedded and Intelligent Systems Research (EIS).
Halmstad University, School of Information Technology, Halmstad Embedded and Intelligent Systems Research (EIS).
2013 (English)In: Eighth International Conference on Digital Information Management (ICDIM 2013), Piscataway, NJ: IEEE Press, 2013, 206-211 p., 6693994Conference paper (Refereed)
Abstract [en]

This paper presents a modified model of brain emotional learning based fuzzy inference system (BELFIS). It has been suggested to predict chaotic time series. We modify the BELFIS model merging radial basis function network with adaptive neuro-fuzzy network. The suggested model is evaluated by testing on complex systems and the obtained results are compared with the results of other studies. © 2013 IEEE.

Place, publisher, year, edition, pages
Piscataway, NJ: IEEE Press, 2013. 206-211 p., 6693994
Keyword [en]
Brain emotional learning, fuzzy inference system, complex systems
National Category
Computer Systems
Identifiers
URN: urn:nbn:se:hh:diva-24449DOI: 10.1109/ICDIM.2013.6693994ISI: 000330770800039Scopus ID: 2-s2.0-84893561882ISBN: 978-1-4799-0615-4 (electronic)ISBN: 978-1-4799-0613-0 (electronic)ISBN: 978-1-4799-0614-7 (print)OAI: oai:DiVA.org:hh-24449DiVA: diva2:691000
Conference
8th IEEE International Conference on Digital Information Management (ICDIM 2013), Islamabad, Pakistan, September 10-12, 2013
Available from: 2014-01-26 Created: 2014-01-26 Last updated: 2017-04-10Bibliographically approved

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CiteExportLink to record
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Citation style
  • apa
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  • Other style
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Language
  • de-DE
  • en-GB
  • en-US
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  • nn-NO
  • nn-NB
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  • Other locale
More languages
Output format
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  • asciidoc
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