Picture of flying drone

Award-winning sensor signal processing research at Strathclyde...

The Strathprints institutional repository is a digital archive of University of Strathclyde's Open Access research outputs. Strathprints provides access to thousands of Open Access research papers by University of Strathclyde researchers, including by Strathclyde researchers involved in award-winning research into technology for detecting drones. - but also other internationally significant research from within the Department of Electronic & Electrical Engineering.

Strathprints also exposes world leading research from the Faculties of Science, Engineering, Humanities & Social Sciences, and from the Strathclyde Business School.

Discover more...

Cross-validation for the selection of spectral variables using the successive projections algorithm

Galvao, Roberto Kawakami Harrop and Araujo, Mario Cesar Ugulino and Silva, Edvan Cirino and Jose, Gledson Emidio and Soares, Sofacles Figueredo Carreiro and Paiva, Henrique Mohallem (2007) Cross-validation for the selection of spectral variables using the successive projections algorithm. Journal of the Brazilian Chemical Society, 18 (8). pp. 1580-1584. ISSN 0103-5053

Full text not available in this repository. (Request a copy from the Strathclyde author)

Abstract

This work compares the use of a separate validation set and leave-one-out cross-validation to guide the selection of variables in the Successive Projections Algorithm (SPA) for multivariate calibration. Two case studies involving diesel and corn analysis by NIR spectrometry are presented. A graphical interface for SPA is available at www.ele.ita.br/similar to kawakami/spa/.