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Using data mining with time series data in short-term stocks prediction

2012-10Journal article Open access
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dc.contributor.authorAzevedo, Jose Manuel
dc.contributor.authorAlmeida, Rui
dc.contributor.authorAlmeida, Pedro
dc.date.accessioned2015-10-27T09:17:34Z
dc.date.available2015-10-27T09:17:34Z
dc.date.issued2012-10
dc.description.abstractData Mining (DM) methods are being increasingly used in prediction with time series data, in addition to traditional statistical approaches. This paper presents a literature review of the use of DM with time series data, focusing on short- time stocks prediction. This is an area that has been attracting a great deal of attention from researchers in the field. The main contribution of this paper is to provide an outline of the use of DM with time series data, using mainly examples related with short-term stocks prediction. This is important to a better understanding of the field. Some of the main trends and open issues will also be introduced.pt_PT
dc.identifier10.4236/ijis.2012.224023
dc.identifier.doi10.4236/ijis.2012.224023
dc.identifier.doi10.4236/ijis.2012.224023
dc.identifier.urihttp://hdl.handle.net/10400.22/6781
dc.language.isoengpt_PT
dc.peerreviewedyespt_PT
dc.publisherSciRespt_PT
dc.relation.publisherversionhttp://www.scirp.org/journal/PaperInformation.aspx?paperID=24192pt_PT
dc.subjectData miningpt_PT
dc.subjectResearch subject categoriespt_PT
dc.subjectData frequencypt_PT
dc.subjectTime seriespt_PT
dc.subjectApplied mathematicspt_PT
dc.subjectMathematicspt_PT
dc.subjectFundamental datapt_PT
dc.subjectApplication domainpt_PT
dc.subjectShort-term stocks predictionpt_PT
dc.titleUsing data mining with time series data in short-term stocks predictionpt_PT
dc.title.alternativea literature reviewpt_PT
dc.typejournal article
dspace.entity.typePublication
oaire.citation.endPage181pt_PT
oaire.citation.issue4Apt_PT
oaire.citation.startPage177pt_PT
oaire.citation.titleInternational Journal of Intelligence Sciencept_PT
oaire.citation.volume2pt_PT
person.familyNameAzevedo
person.givenNameJose Manuel
person.identifier.ciencia-idD412-FBB4-852A
person.identifier.orcid0000-0001-6951-4278
person.identifier.ridA-1161-2017
person.identifier.scopus-author-id56895690500
rcaap.rightsopenAccesspt_PT
rcaap.typearticlept_PT
relation.isAuthorOfPublication3dcacd67-8df3-48da-804c-0b2036f35554
relation.isAuthorOfPublication.latestForDiscovery3dcacd67-8df3-48da-804c-0b2036f35554

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