Please use this identifier to cite or link to this item:
https://hdl.handle.net/1959.11/5665
Full metadata record
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Gao, Junbin | en |
local.source.editor | Editor(s): Wang, X Z | en |
dc.date.accessioned | 2010-04-21T08:51:00Z | - |
dc.date.issued | 2003 | - |
dc.identifier.citation | Proceedings of the 2nd International Conference on Machine Learning and Cybernetics, p. 1168-1173 | en |
dc.identifier.isbn | 0780378652 | en |
dc.identifier.uri | https://hdl.handle.net/1959.11/5665 | - |
dc.description.abstract | In this paper we describe several possible approaches for estimating uncertainty in the target output in the chained models. We introduce the approaches from the simple linear model, the nonlinear to the Bayesian modelling method including Markov Chain Monte Carlo simulation algorithm. Under several rough assumptions we derive some approximated estimation formulas. The estimated formulas strongly depend not only on the characteristic property of the noises existed in both input pattern and output pattern but also on the given model structure f(x,w) as well as the training dataset. | en |
dc.language | en | en |
dc.publisher | Institute of Electrical and Electronics Engineers (IEEE) | en |
dc.relation.ispartof | Proceedings of the 2nd International Conference on Machine Learning and Cybernetics | en |
dc.title | An Investigation into Error Propagation Chained Model | en |
dc.type | Conference Publication | en |
dc.relation.conference | ICMLC 2003: 2003 International Conference on Machine Learning and Cybernetics | en |
dc.subject.keywords | Neural, Evolutionary and Fuzzy Computation | en |
local.contributor.firstname | Junbin | en |
local.subject.for2008 | 080108 Neural, Evolutionary and Fuzzy Computation | en |
local.subject.seo2008 | 890205 Information Processing Services (incl. Data Entry and Capture) | en |
local.profile.email | jgao@une.edu.au | en |
local.output.category | E4 | en |
local.record.place | au | en |
local.record.institution | University of New England | en |
local.identifier.epublicationsrecord | pes:732 | en |
local.date.conference | 2nd - 5th November, 2003 | en |
local.conference.place | Xi'an, China | en |
local.publisher.place | Los Alamitos, United States of America | en |
local.format.startpage | 1168 | en |
local.format.endpage | 1173 | en |
local.contributor.lastname | Gao | en |
dc.identifier.staff | une-id:jgao | en |
local.profile.role | author | en |
local.identifier.unepublicationid | une:5799 | en |
dc.identifier.academiclevel | Academic | en |
local.title.maintitle | An Investigation into Error Propagation Chained Model | en |
local.output.categorydescription | E4 Editorship of Scholarly Conference Proceedings | en |
local.relation.url | http://trove.nla.gov.au/work/17536094 | en |
local.conference.details | ICMLC 2003: 2003 International Conference on Machine Learning and Cybernetics, Xi'an, China, 2nd - 5th November, 2003 | en |
local.search.author | Gao, Junbin | en |
local.uneassociation | Unknown | en |
local.year.published | 2003 | en |
local.date.start | 2003-11-02 | - |
local.date.end | 2003-11-05 | - |
Appears in Collections: | Conference Publication |
Files in This Item:
File | Description | Size | Format |
---|
Page view(s)
970
checked on Mar 8, 2023
Items in Research UNE are protected by copyright, with all rights reserved, unless otherwise indicated.