Wang, Y., Picton, P., Turner, S. J. and Attenburrow, G. E. (2011) Predicting leather handle like an expert by artificial neural networks. Applied Artificial Intelligence. 25(2), pp. 180-192. 0883-9514.
| Item Type: | Article |
|---|---|
| Abstract: | This study developed an artificial neural network model to predict the subjective assessment of leather handle by an expert using its measurable physical characteristics. A statistical method was applied to prune the inputs of the network and the “error band” conception was proposed during training |
| Subjects: |
T Technology > TS Manufactures > TS967 Chemistry and science of leather T Technology > TS Manufactures > TS965 Leather technology Q Science > QA Mathematics > QA75 Electronic computers. Computer science > QA76.87 Neural networks |
| Creators: | Wang, Y, Picton, Philip, Turner, Scott J and Attenburrow, Geoff E |
| Publisher: | Taylor & Francis |
| Faculties, Divisions and Institutes: |
University Faculties, Divisions and Research Centres - OLD > School of Science and Technology (2010-2016) Faculties > Faculty of Arts, Science & Technology > Computing Faculties > Faculty of Arts, Science & Technology > Environmental Science |
| Date: | February 2011 |
| Date Type: | Publication |
| Page Range: | pp. 180-192 |
| Journal or Publication Title: | Applied Artificial Intelligence |
| Volume: | 25 |
| Number: | 2 |
| Language: | English |
| DOI: | https://doi.org/10.1080/08839514.2011.545218 |
| ISSN: | 0883-9514 |
| Status: | Published / Disseminated |
| Refereed: | Yes |
| URI: | http://nectar.northampton.ac.uk/id/eprint/3737 |
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