Application of Pawlak’s Conflict Model to Generate Coalitions of Local Tables with Similar Values on Conditional Attributes

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dc.contributor.authorPrzybyła-Kasperek, Małgorzata
dc.contributor.authorKusztal, Katarzyna
dc.date.accessioned2023-09-22T11:54:54Z
dc.date.available2023-09-22T11:54:54Z
dc.date.issued2023
dc.description.abstractGenerating a model or pattern based on dispersed data available in many different tables is difficult because there can be numerous inconsistencies in the data. One way to deal with such a problem is to analyze conflicts and generate coalitions of consistent local tables. This paper proposes a model in which coalitions of tables with consistent data are created using Pawlak’s conflict analysis approach. A model, decision tree, is created based on the aggregated data within the coalition. This way, we get rules that better describe the concepts found in consistent local tables.en_EN
dc.identifier.citationPrzybyła-Kasperek M., Kusztal K., Application of Pawlak’s Conflict Model to Generate Coalitions of Local Tables with Similar Values on Conditional Attributes. W: Progress in Polish Artificial Intelligence Research 4, Wojciechowski A. (Ed.), Lipiński P. (Ed.)., Seria: Monografie Politechniki Łódzkiej Nr. 2437, Wydawnictwo Politechniki Łódzkiej, Łódź 2023, s. 293-298, ISBN 978-83-66741-92-8, doi: 10.34658/9788366741928.47.
dc.identifier.doi10.34658/9788366741928.47
dc.identifier.isbn978-83-66741-92-8
dc.identifier.urihttp://hdl.handle.net/11652/4823
dc.identifier.urihttps://doi.org/10.34658/9788366741928.47
dc.language.isoenen_EN
dc.page.numbers. 293-298
dc.publisherWydawnictwo Politechniki Łódzkiejpl_PL
dc.publisherLodz University of Technology Pressen_EN
dc.relation.ispartofWojciechowski A. (Ed.), Lipiński P. (Ed.)., Progress in Polish Artificial Intelligence Research 4, Seria: Monografie Politechniki Łódzkiej Nr. 2437, Wydawnictwo Politechniki Łódzkiej, Łódź 2023, ISBN 978-83-66741-92-8, doi: 10.34658/9788366741928.
dc.rightsDla wszystkich w zakresie dozwolonego użytkupl_PL
dc.rightsFair use conditionen_EN
dc.rights.licenseLicencja PŁpl_PL
dc.rights.licenseLUT Licenseen_EN
dc.subjectPawlak conflict analysis modelen_EN
dc.subjectindependent data sourcesen_EN
dc.subjectcoalitionsen_EN
dc.subjectdecision treesen_EN
dc.subjectdispersed dataen_EN
dc.subjectmodel analizy konfliktu Pawlakapl_PL
dc.subjectniezależne źródła danychpl_PL
dc.subjectkoalicjepl_PL
dc.subjectdrzewa decyzyjnepl_PL
dc.subjectdane rozproszonepl_PL
dc.titleApplication of Pawlak’s Conflict Model to Generate Coalitions of Local Tables with Similar Values on Conditional Attributesen_EN
dc.typeRozdział - monografiapl_PL
dc.typeChapter - monographen_EN

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