An improved genetic programming technique for the classification of Raman spectra

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Abstract

The aim of this study is to evaluate the effectiveness of genetic programming relative to that of more commonly-used methods for the identification of components within mixtures of materials using Raman spectroscopy. A key contribution of the genetic programming technique proposed in this research is that it explicitly aims to optimise the certainty levels associated with discovered rules, so as to minimize the chance of misclassification of future samples.
Original languageEnglish (Ireland)
Title of host publicationAPPLICATIONS AND INNOVATIONS IN INTELLIGENT SYSTEMS XII, PROCEEDINGS
PublisherSpringer
Number of pages11
Publication statusPublished - 1 Jan 2005

Authors (Note for portal: view the doc link for the full list of authors)

  • Authors
  • Hennessy, K;Madden, MG;Conroy, J;Ryder, AG

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