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dc.contributor.authorHerrero Cosío, Álvaro 
dc.contributor.authorJiménez, Alfredo
dc.contributor.authorBayraktar, Secil
dc.date.accessioned2023-01-17T12:49:38Z
dc.date.available2023-01-17T12:49:38Z
dc.date.issued2019-06
dc.identifier.issn1076-2787
dc.identifier.urihttp://hdl.handle.net/10259/7258
dc.description.abstractThe curse of dimensionality has been an open issue for many years and still is, as finding nonobvious and previously unknown patterns in ever-increasing amounts of high-dimensional data is not an easy task. Advancing in descriptive data analysis, the present paper proposes Hybrid Unsupervised Exploratory Plots (HUEPs) as a new visualization technique to combine the outputs of Exploratory Projection Pursuit and Clustering methods in a novel and informative way. As a case study, HUEPs are validated in a real-world context for analysing the internationalization strategy of companies, by taking into account bilateral distance between home and host countries. As a multifaceted concept, distance encompasses multiple dimensions. Together with data from both the countries and the companies, various psychic distances are analysed by means of HUEPs, to gain deep knowledge of the internationalization strategy of large Spanish companies. Informative visualizations are obtained from the analysed dataset, leading to useful business implications and decision making.en
dc.description.sponsorshipThe work was conducted during Álvaro Herrero’s research stay at KEDGE Business School in Bordeaux (France). Some results of this ongoing research, from the same dataset, have been presented in the 13th International Conference on Soft Computing Models in Industrial and Environmental Applications, as a paper entitled “Visualizing Industrial Development Distance to Better Understand Internationalization of Spanish Companies”.en
dc.format.mimetypeapplication/pdf
dc.language.isoenges
dc.publisherHindawies
dc.relation.ispartofComplexity. 2019, V. 2019, p. 1-14es
dc.rightsAtribución 4.0 Internacional*
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/*
dc.subject.otherInformáticaes
dc.subject.otherComputer scienceen
dc.titleHybrid Unsupervised Exploratory Plots: A Case Study of Analysing Foreign Direct Investmenten
dc.typeinfo:eu-repo/semantics/articlees
dc.rights.accessRightsinfo:eu-repo/semantics/openAccesses
dc.relation.publisherversionhttps://doi.org/10.1155/2019/6271017es
dc.identifier.doi10.1155/2019/6271017
dc.identifier.essn1099-0526
dc.journal.titleComplexityen
dc.volume.number2019es
dc.page.initial1es
dc.page.final14es
dc.type.hasVersioninfo:eu-repo/semantics/publishedVersiones


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