Forecasting of a non-seasonal tourism time series with ANN

Teixeira, João Paulo; Fernandes, Paula Odete

Publication

Forecasting of a non-seasonal tourism time series with ANN

2014Conference object

dc.contributor.author	Teixeira, João Paulo
dc.contributor.author	Fernandes, Paula Odete
dc.date.accessioned	2018-04-09T15:40:21Z
dc.date.available	2018-04-09T15:40:21Z
dc.date.issued	2014
dc.description.abstract	The paper present and discusses several alternative architectures of Artificial Neural Network models used to predict the time series of tourism demand for Cape Verde. This time series is particularly difficult to predict due to its non-seasonal characteristic usual in a similar time series for European Tourism destinations. The time index used as input and other input parameters variations improved the performance of the prediction over the test set to a relative error of 7.3% and a Pearson correlation coefficient of 0.92.	pt_PT
dc.description.version	info:eu-repo/semantics/publishedVersion	pt_PT
dc.identifier.citation	Teixeira, João Paulo; Fernandes, Paula O. (2014). Forecasting of a non-seasonal tourism time series with ANN. In 1st International Work-Conference on Time Series (ITISE). Granada	pt_PT
dc.identifier.uri	http://hdl.handle.net/10198/16825
dc.language.iso	eng	pt_PT
dc.peerreviewed	yes	pt_PT
dc.rights.uri	http://creativecommons.org/licenses/by/4.0/	pt_PT
dc.subject	ANN	pt_PT
dc.subject	Forecast	pt_PT
dc.subject	Non-seasonal time series	pt_PT
dc.subject	Tourism	pt_PT
dc.subject	Cape Verde	pt_PT
dc.title	Forecasting of a non-seasonal tourism time series with ANN	pt_PT
dc.type	conference object
dspace.entity.type	Publication
oaire.citation.conferencePlace	Granada	pt_PT
oaire.citation.endPage	734	pt_PT
oaire.citation.startPage	724	pt_PT
oaire.citation.title	1st International Work-Conference on Time Series (ITISE)	pt_PT
person.familyName	Teixeira
person.familyName	Fernandes
person.givenName	João Paulo
person.givenName	Paula Odete
person.identifier	663194
person.identifier	N-3804-2013
person.identifier.ciencia-id	4F15-B322-59B4
person.identifier.ciencia-id	991D-9D1E-D67D
person.identifier.orcid	0000-0002-6679-5702
person.identifier.orcid	0000-0001-8714-4901
person.identifier.rid	N-6576-2013
person.identifier.scopus-author-id	57069567500
person.identifier.scopus-author-id	35200741800
rcaap.rights	openAccess	pt_PT
rcaap.type	conferenceObject	pt_PT
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