Utilize este identificador para referenciar este registo: http://hdl.handle.net/10400.22/6781
Título: Using data mining with time series data in short-term stocks prediction
Outros títulos: a literature review
Autor: Azevedo, José Manuel
Almeida, Rui
Almeida, Pedro
Palavras-chave: Data mining
Research subject categories
Data frequency
Time series
Applied mathematics
Fundamental data
Application domain
Short-term stocks prediction
Data: Out-2012
Editora: SciRes
Resumo: Data 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.
Peer review: yes
URI: http://hdl.handle.net/10400.22/6781
DOI: 10.4236/ijis.2012.224023
Versão do Editor: http://www.scirp.org/journal/PaperInformation.aspx?paperID=24192
Aparece nas colecções:ISCAP - Matemática - Artigos

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