Whose balance sheet is this? : neural networks for banks' pattern recognition

dc.coverage.sucursalBogotáspa
dc.creatorLeón-Rincón, Carlos Eduardo
dc.creatorMoreno-Gutiérrez, José Fernando
dc.creatorCely, Jorge
dc.creator.firmaCarlos León
dc.date.accessioned2016-09-07T08:30:10Zeng
dc.date.available2016-09-07T08:30:10Zspa
dc.date.created2016-09-07spa
dc.date.issued2016-09-07eng
dc.description.abstractThe balance sheet is a snapshot that portraits the financial position of a firm at a specific point of time. Under the reasonable assumption that the financial position of a firm is unique and representative, we use a basic artificial neural network patteeng
dc.format.mimetypePDFspa
dc.identifier.handlehttps://hdl.handle.net/20.500.12134/6270spa
dc.identifier.urihttps://repositorio.banrep.gov.co/handle/20.500.12134/6270spa
dc.language.isospaspa
dc.publisherBanco de la Repúblicaspa
dc.relation.doihttps://doi.org/10.32468/be.959spa
dc.relation.ispartofDocumentos de Trabajospa
dc.relation.ispartofseriesBorradores de Economíaspa
dc.relation.isversionofBorradores de Economía; No. 959spa
dc.relation.numberBorrador 959spa
dc.relation.repechttps://ideas.repec.org/p/bdr/borrec/959.htmlspa
dc.rights.accessRightsOpen Accesseng
dc.rights.ccAtribucion-NoComercial-CompartirIgual CC BY-NC-SA 4.0eng
dc.rights.disclaimerLas opiniones contenidas en el presente documento son responsabilidad exclusiva de los autores y no comprometen al Banco de la República ni a su Junta Directiva.spa
dc.rights.spaAcceso abiertospa
dc.rights.urihttps://creativecommons.org/licenses/by-nc-sa/4.0/eng
dc.source.handleRepecRePEc:bdr:borrec:959spa
dc.subject.jelG21 - Banks; Depository Institutions; Micro Finance Institutions; Mortgageseng
dc.subject.jelC45 - Neural Networks and Related Topicseng
dc.subject.jelC53 - Forecasting and Prediction Methods; Simulation Methodseng
dc.subject.jelM41 - Accountingeng
dc.subject.jelspaM41 - Contabilidadspa
dc.subject.jelspaC45 - Redes neuronales y temas relacionadosspa
dc.subject.jelspaC53 - Métodos de pronóstico y predicción; métodos de simulaciónspa
dc.subject.jelspaG21 - Bancos; Instituciones de depósito; Instituciones Microfinancieras; Hipotecasspa
dc.subject.keywordSupervised learningeng
dc.subject.keywordMachine learningeng
dc.subject.keywordArtificial neural networkseng
dc.subject.keywordClassificationeng
dc.subject.lembBancos -- Clasificación -- Metodología -- Colombia -- 2000-2015spa
dc.subject.lembRedes neurales (Informática) -- Uso -- Colombia -- 2000-2015spa
dc.subject.lembBancos -- Estados financieros -- Colombia -- 2000-2015spa
dc.titleWhose balance sheet is this? : neural networks for banks' pattern recognitioneng
dc.typeWorking Papereng
dc.type.hasversionPublished Versioneng
dc.type.spaDocumentos de trabajospa

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