%0 Journal Article %1 journals/kbs/HennessyMCR05 %A Hennessy, Kenneth %A Madden, Michael G. %A Conroy, Jennifer %A Ryder, Alan G. %D 2005 %J Knowledge Based Systems %K Machine Neural Raman Spectroscopy, algorithms, genetic learning, networks, programming, %N 4-5 %P 217--224 %R doi:10.1016/j.knosys.2004.10.001 %T An improved genetic programming technique for the classification of Raman spectra %V 18 %X 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.

@article{journals/kbs/HennessyMCR05, 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.}, added-at = {2008-06-19T17:35:00.000+0200}, author = {Hennessy, Kenneth and Madden, Michael G. and Conroy, Jennifer and Ryder, Alan G.}, bibdate = {2005-11-24}, bibsource = {DBLP, http://dblp.uni-trier.de/db/journals/kbs/kbs18.html#HennessyMCR05}, biburl = {https://www.bibsonomy.org/bibtex/20b2cd926368996ea6de3dc226f5c17cb/brazovayeye}, doi = {doi:10.1016/j.knosys.2004.10.001}, interhash = {7cefa507c75d7679c7221932182f9a79}, intrahash = {0b2cd926368996ea6de3dc226f5c17cb}, journal = {Knowledge Based Systems}, keywords = {Machine Neural Raman Spectroscopy, algorithms, genetic learning, networks, programming,}, month = {August}, note = {AI-2004, Cambridge, England, 13th-15th December 2004}, number = {4-5}, pages = {217--224}, timestamp = {2008-06-19T17:41:21.000+0200}, title = {An improved genetic programming technique for the classification of Raman spectra}, volume = 18, year = 2005 }