| dc.contributor.author | Pensuwon, W. | |
| dc.contributor.author | Adams, R.G. | |
| dc.contributor.author | Davey, N. | |
| dc.date.accessioned | 2007-09-05T09:57:21Z | |
| dc.date.available | 2007-09-05T09:57:21Z | |
| dc.date.issued | 2001 | |
| dc.identifier.citation | Pensuwon , W , Adams , R G & Davey , N 2001 , ' The Analysis of the addition of Stochasticity to a Neural Tree Classifier ' , Applied Soft Computing , vol. 1 , no. 3 , pp. 189-200 . https://doi.org/10.1016/S1568-4946(01)00018-7 | |
| dc.identifier.issn | 1568-4946 | |
| dc.identifier.other | PURE: 91968 | |
| dc.identifier.other | PURE UUID: 0b2e4382-2b39-4b69-bde1-7ff7c045fb65 | |
| dc.identifier.other | dspace: 2299/587 | |
| dc.identifier.other | Scopus: 16644366919 | |
| dc.identifier.uri | http://hdl.handle.net/2299/587 | |
| dc.description | Original article can be found at: http://www.sciencedirect.com/science/journal/15684946--Copyright Elsevier B.V. DOI : 10.1016/S1568-4946(01)00018-7 | |
| dc.description.abstract | This paper describes various mechanisms for adding stochasticity to a dynamic hierarchical neural clusterer. Such a network grows a tree-structured neural classifier dynamically in response to the unlabelled data with which it is presented. Experiments are undertaken to evaluate the effects of this addition of stochasticity. These tests were carried out using two sets of internal parameters, that define the characteristics of the neural clusterer. | en |
| dc.language.iso | eng | |
| dc.relation.ispartof | Applied Soft Computing | |
| dc.title | The Analysis of the addition of Stochasticity to a Neural Tree Classifier | en |
| dc.contributor.institution | School of Computer Science | |
| dc.contributor.institution | Centre for Computer Science and Informatics Research | |
| dc.contributor.institution | Science & Technology Research Institute | |
| dc.description.status | Peer reviewed | |
| rioxxterms.versionofrecord | https://doi.org/10.1016/S1568-4946(01)00018-7 | |
| rioxxterms.type | Journal Article/Review | |
| herts.preservation.rarelyaccessed | true | |
