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Assessment of corporate innovation capability with a data-mining approach: industrial case studies

dc.contributor.authorAltuntaş, Serkan
dc.contributor.authorDereli, Türkay
dc.contributor.authorKusiak, Andrew
dc.date.accessioned12.07.201910:50:10
dc.date.accessioned2019-07-12T22:07:06Z
dc.date.available12.07.201910:50:10
dc.date.available2019-07-12T22:07:06Z
dc.date.issued2016
dc.identifier.citationAltuntas, S., Dereli, T., Kusiak, A. (2016). Assessment of corporate innovation capability with a data-mining approach: industrial case studies. Computers and Industrial Engineering, 102, pp. 58-68. https://doi.org/10.1016/j.cie.2016.10.018
dc.identifier.issn0360-8352
dc.identifier.issn1879-0550
dc.identifier.urihttps://doi.org/10.1016/j.cie.2016.10.018
dc.identifier.urihttps://hdl.handle.net/20.500.12508/841
dc.descriptionWOS: 000390502800006en_US
dc.description.abstractThe interest in assessment of innovation capability of manufacturing systems is fueled by the growing competition. At this time, there is no generally accepted model to evaluate innovation capability of manufacturing systems. In this paper, a fuzzy-logic based data-mining approach is proposed to assess innovation capability of manufacturing systems. The proposed algorithm is illustrated with two industrial case studies representing two different industry sectors. The results derived from these case studies demonstrate advantages of the proposed algorithm in assessing corporate innovation capability. (C) 2016 Elsevier Ltd. All rights reserved.en_US
dc.language.isoengen_US
dc.publisherElsevieren_US
dc.relation.isversionof10.1016/j.cie.2016.10.018en_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectInnovation capabilityen_US
dc.subjectData miningen_US
dc.subjectFuzzy association rulesen_US
dc.subjectCase studiesen_US
dc.subject.classificationComputer Scienceen_US
dc.subject.classificationInterdisciplinary Applicationsen_US
dc.subject.classificationEngineeringen_US
dc.subject.classificationIndustrial
dc.subject.classificationInnovation Capability | Innovative Performance | Triple Helix Model
dc.subject.otherKnowledge managementen_US
dc.subject.otherFirmsen_US
dc.subject.otherPerformanceen_US
dc.subject.otherCapacity
dc.subject.otherAssociation rules
dc.subject.otherFuzzy logic
dc.subject.otherManufacture
dc.subject.otherCorporate innovation
dc.subject.otherFuzzy association rule
dc.subject.otherIndustrial case study
dc.subject.otherIndustry sectors
dc.titleAssessment of corporate innovation capability with a data-mining approach: industrial case studiesen_US
dc.typearticleen_US
dc.relation.journalComputers and Industrial Engineeringen_US
dc.contributor.departmentMühendislik ve Doğa Bilimleri Fakültesi -- Endüstri Mühendisliği Bölümüen_US
dc.identifier.volume102en_US
dc.identifier.startpage58en_US
dc.identifier.endpage68en_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.contributor.isteauthorDereli, Türkayen_US
dc.relation.indexWeb of Science - Scopusen_US
dc.relation.indexWeb of Science Core Collection - Social Sciences Citation Index
dc.relation.indexWeb of Science Core Collection - Science Citation Index Expanded


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