Using MLP to determine abiotic factors influencing the establishment of insect pest species
dc.contributor.author | Watts, M | |
dc.contributor.author | Worner, S | |
dc.coverage.spatial | Sheraton Vancouver Wall Centre Hotel, Vancouver, Canada | |
dc.date.accessioned | 2010-06-14T03:03:24Z | |
dc.date.issued | 2006-07 | |
dc.description.abstract | The use of multi-layer perceptrons (MLP) to determine the significance of climatic variables to the establishment of insect pest species is described. Results show that the MLP are able to learn to accurately predict the establishment of a pest species within a specific geographic region. Analysis of the MLP yielded insights into the contribution of the individual input variables and allowed for the identification of those variables that were most significant in either encouraging or inhibiting establishment. | |
dc.format.extent | pp.3506-3511 | |
dc.identifier | https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=elements_prod&SrcAuth=WosAPI&KeyUT=WOS:000245125903035&DestLinkType=FullRecord&DestApp=WOS_CPL | |
dc.identifier.citation | Watts, M. J., & Worner, S. P. (2006). Using MLP to determine abiotic factors influencing the establishment of insect pest species. In 2006 International Joint Conference on Neural Networks, Sheraton Vancouver Wall Centre Hotel, Vancouver, BC, Canada, July 16-21, 2006 (pp. 1840-1845). Piscataway, NJ: IEEE. | |
dc.identifier.isbn | 9780780394902 | |
dc.identifier.isbn | 0-7803-9490-9 | |
dc.identifier.issn | 1098-7576 | |
dc.identifier.other | BFW67 (isidoc) | |
dc.identifier.uri | https://hdl.handle.net/10182/2060 | |
dc.language.iso | en | |
dc.publisher | IEEE | |
dc.publisher.place | Lincoln, Canterbury | |
dc.relation | The original publication is available from IEEE - http://hdl.handle.net/10182/2060 | |
dc.relation.isPartOf | IEEE International Conference on Neural Networks - Conference Proceedings | |
dc.rights | © 2006 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. | |
dc.source | 2006 International Joint Conference on Neural Networks | |
dc.subject | multi-layer perceptrons | |
dc.subject | artificial neural networks | |
dc.subject | environmental science computing | |
dc.subject | insect pests | |
dc.subject | abiotic factors | |
dc.subject.anzsrc | ANZSRC::0501 Ecological Applications | |
dc.title | Using MLP to determine abiotic factors influencing the establishment of insect pest species | |
dc.type | Conference Contribution - published | |
lu.contributor.unit | LU | |
lu.contributor.unit | LU|OLD BPEC | |
lu.contributor.unit | LU|OLD BPRC | |
lu.subtype | Conference Paper | |
pubs.finish-date | 2006-07-21 | |
pubs.place-of-publication | Lincoln, Canterbury | |
pubs.publication-status | Published | |
pubs.publisher-url | http://hdl.handle.net/10182/2060 | |
pubs.start-date | 2006-07-16 |
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