2026-04-29T15:41:59Zhttps://riubu.ubu.es/oai/request

oai:riubu.ubu.es:10259/47292021-11-10T09:38:23Zcom_10259_3847com_10259_5086com_10259_2604col_10259_3848

García Vico, A. M. . c479a3e6-8f7b-4fc7-b0cc-e85d92132071 500 Carmona del Jesús, Cristóbal José 103 500 Martín, D. . 251bf47b-9953-4b12-b604-6e6099fcdacd 500 García Borroto, M. . c0f9e2ca-7279-4517-8fe3-4ee8c4a97c1e 500 2018-02-05T11:51:26Z 2018-02-05T11:51:26Z 2018-01 1942-4795 http://hdl.handle.net/10259/4729 10.1002/widm.1231 Emerging pattern mining is a data mining task that aims to discover discriminative patterns, which can describe emerging behavior with respect to a property of interest. In recent years, the description of datasets has become an interesting field due to the easy acquisition of knowledge by the experts. In this review, we will focus on the descriptive point of view of the task. We collect the existing approaches that have been proposed in the literature and group them together in a taxonomy in order to obtain a general vision of the task. A complete empirical study demonstrates the suitability of the approaches presented. This review also presents future trends and emerging prospects within pattern mining and the benefits of knowledge extracted from emerging patterns Spanish Ministry of Economy and Competitiveness under the project TIN2015-68454-R (FEDER Founds) application/pdf eng Wiley WIREs Data Mining and Knowledge Discovery. 2018, V. 8, n. 1, e1231 https://doi.org/10.1002/widm.1231 info:eu-repo/grantAgreement/MINECO/TIN2015-68454-R Attribution-NonCommercial-NoDerivatives 4.0 International http://creativecommons.org/licenses/by-nc-nd/4.0/ info:eu-repo/semantics/openAccess An overview of emerging pattern mining in supervised descriptive rule discovery: taxonomy, empirical study, trends, and prospects info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion CC-LICENSE license_rdf license_rdf application/rdf+xml; charset=utf-8 805 https://riubu.ubu.es/bitstream/10259/4729/8/license_rdf 4460e5956bc1d1639be9ae6146a50347 MD5 8 THUMBNAIL García-DMKD_2018.pdf.jpg García-DMKD_2018.pdf.jpg IM Thumbnail image/jpeg 3778 https://riubu.ubu.es/bitstream/10259/4729/7/Garc%c3%ada-DMKD_2018.pdf.jpg c91e3e4c1d0bbb553bf693cc6a23c89f MD5 7 ORIGINAL García-DMKD_2018.pdf García-DMKD_2018.pdf application/pdf 707555 https://riubu.ubu.es/bitstream/10259/4729/1/Garc%c3%ada-DMKD_2018.pdf 9964dd529b02aa38df5bad4ebd96b05b MD5 1 LICENSE license.txt license.txt text/plain; charset=utf-8 1362 https://riubu.ubu.es/bitstream/10259/4729/5/license.txt 5d013bfa6e473ff0db22cd82a4d71a70 MD5 5 TEXT García-DMKD_2018.pdf.txt García-DMKD_2018.pdf.txt Extracted text text/plain 89090 https://riubu.ubu.es/bitstream/10259/4729/6/Garc%c3%ada-DMKD_2018.pdf.txt cc4eac7e8be2045d90ff4c95c6abf9ec MD5 6 10259/4729 oai:riubu.ubu.es:10259/4729 2021-11-10 10:38:23.631 Repositorio Institucional de la Universidad de Burgos bubrep@ubu.es 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