Chapter

Advances in Intelligent Data Analysis Reasoning about Data

Volume 1280 of the series Lecture Notes in Computer Science pp 313-323

Date:

Network performance assessment for Neurofuzzy data modelling

  • Steve R. GunnAffiliated withISIS group, Dept.of Electronics and Computer Science, University of Southampton
  • , Martin BrownAffiliated withISIS group, Dept.of Electronics and Computer Science, University of Southampton
  • , Kev M. BossleyAffiliated withISIS group, Dept.of Electronics and Computer Science, University of Southampton

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Abstract

This paper evaluates the performance of ten significance measures applied to the problem of determining an appropriate network structure, for data modelling with neurofuzzy systems. The advantages of Neurofuzzy systems are demonstrated with application to both real and synthetic data interpretation problems.