Accepted Manuscript Title: Assessment of Grapevine Variety Discrimination Using Stem Hyperspectral Data and AdaBoost of Random Weight Neural Networks Authors: Armando Fernandes, Andrei Utkin, Jos´ e Eiras-Dias, Jos´ e Silvestre, Jorge Cunha, Pedro Melo-Pinto PII: S1568-4946(18)30447-2 DOI: https://doi.org/10.1016/j.asoc.2018.07.059 Reference: ASOC 5027 To appear in: Applied Soft Computing Received date: 20-6-2017 Revised date: 27-7-2018 Accepted date: 31-7-2018 Please cite this article as: Fernandes A, Utkin A, Eiras-Dias J, Silvestre J, Cunha J, Melo- Pinto P, Assessment of Grapevine Variety Discrimination Using Stem Hyperspectral Data and AdaBoost of Random Weight Neural Networks, Applied Soft Computing Journal (2018), https://doi.org/10.1016/j.asoc.2018.07.059 This is a PDF file of an unedited manuscript that has been accepted for publication. As a service to our customers we are providing this early version of the manuscript. The manuscript will undergo copyediting, typesetting, and review of the resulting proof before it is published in its final form. Please note that during the production process errors may be discovered which could affect the content, and all legal disclaimers that apply to the journal pertain.