<?xml version="1.0" encoding="UTF-8"?><xml><records><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Idrissi, M Janati</style></author><author><style face="normal" font="default" size="100%">Sbihi, A</style></author><author><style face="normal" font="default" size="100%">Touahni, R</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">An improved neural network technique for data dimensionality reduction in remotely sensed imagery</style></title><secondary-title><style face="normal" font="default" size="100%">International Journal of Remote Sensing</style></secondary-title></titles><keywords><keyword><style  face="normal" font="default" size="100%">data dimensionality reduction</style></keyword><keyword><style  face="normal" font="default" size="100%">Neural networks</style></keyword><keyword><style  face="normal" font="default" size="100%">non-linear projection (voyant)</style></keyword><keyword><style  face="normal" font="default" size="100%">Remote sensing</style></keyword></keywords><dates><year><style  face="normal" font="default" size="100%">2004</style></year></dates><publisher><style face="normal" font="default" size="100%">Taylor &amp; Francis</style></publisher><volume><style face="normal" font="default" size="100%">25</style></volume><pages><style face="normal" font="default" size="100%">1981-1986</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">An approach for non-linear projection of multidimensional data is discussed with application to remotely sensed imagery. The approach uses a multi-layer neural network in auto-associative mode with an improved updating rule, based on a conjugate gradient. To evaluate the usefulness of the proposed approach, we used the maximum likelihood classifier applied to a Landsat TM image of Kénitra region (Morocco).</style></abstract><notes><style face="normal" font="default" size="100%">doi: 10.1080/01431160110069881</style></notes><research-notes><style face="normal" font="default" size="100%">doi: 10.1080/01431160110069881</style></research-notes></record></records></xml>