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Book Chapter: An Higher-order Markov Chain Model for Prediction of Categorical Data Sequences

TitleAn Higher-order Markov Chain Model for Prediction of Categorical Data Sequences
Authors
Ching, WKNg, KPFung, SL
Issue Date2002
PublisherWorld Scientific.
Citation
An Higher-order Markov Chain Model for Prediction of Categorical Data Sequences. In Ching, WK, Ng, MK (Eds.), Advances in Data Mining and Modeling, p. 129-141. Singapore: World Scientific, 2003 How to Cite?
DOI: http://dx.doi.org/10.1142/9789812704955_0011
AbstractIn this paper we propose an higher-order Markov chain model for modeling categorical data sequences. We also propose an efficient estimation method based on solving a linear programming problem for the model parameters. Data sequences such as DNA and sales demand are used to illustrate the predicting power of our proposed models.
Persistent Identifierhttp://hdl.handle.net/10722/123613
ISBN
9789812383549

 

DC FieldValueLanguage
dc.contributor.authorChing, WKen_HK
dc.contributor.authorNg, KPen_HK
dc.contributor.authorFung, SLen_HK
dc.date.accessioned2010-09-26T12:15:56Z-
dc.date.available2010-09-26T12:15:56Z-
dc.date.issued2002en_HK
dc.identifier.citationAn Higher-order Markov Chain Model for Prediction of Categorical Data Sequences. In Ching, WK, Ng, MK (Eds.), Advances in Data Mining and Modeling, p. 129-141. Singapore: World Scientific, 2003en_HK
dc.identifier.isbn9789812383549-
dc.identifier.urihttp://hdl.handle.net/10722/123613-
dc.description.abstractIn this paper we propose an higher-order Markov chain model for modeling categorical data sequences. We also propose an efficient estimation method based on solving a linear programming problem for the model parameters. Data sequences such as DNA and sales demand are used to illustrate the predicting power of our proposed models.-
dc.languageengen_HK
dc.publisherWorld Scientific.en_HK
dc.relation.ispartofAdvances in Data Mining and Modelingen_HK
dc.titleAn Higher-order Markov Chain Model for Prediction of Categorical Data Sequencesen_HK
dc.typeBook_Chapteren_HK
dc.identifier.emailChing, WK: wching@HKUCC.hku.hken_HK
dc.identifier.emailNg, KP: kkpong@hkusua.hku.hken_HK
dc.identifier.authorityChing, WK=rp00679en_HK
dc.description.naturelink_to_subscribed_fulltext-
dc.identifier.doi10.1142/9789812704955_0011-
dc.identifier.hkuros76506en_HK
dc.identifier.spage129en_HK
dc.identifier.epage141en_HK

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