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Data mining process models: a roadmap for knowledge discovery

dc.contributor.authorMendes, Armando B.
dc.contributor.authorCavique, Luís
dc.contributor.authorSantos, Jorge M. A.
dc.date.accessioned2014-01-13T16:06:38Z
dc.date.available2014-01-13T16:06:38Z
dc.date.issued2012
dc.description.abstractExtracting knowledge from data is the major objective of any data analysis process, including the ones developed in several sciences as statistics and quantitative methods, data base \ data warehouse and data mining. From the latter disciplines the data mining is the most ambitious because intends to analyse and extract knowledge from massive often badly structured data with many specific objectives. It is also used for relational data base data, network data, text data, log file data, and data in many other forms. In this way, is no surprise that a myriad of applications and methodologies have been and are being developed and applied for data analysis functions, where CRISP-DM (cross industry standard process for data mining) and SEMMA (sample, explore, modify, model, assessment) are two examples. The need for a roadmap is, therefore, highly recognised in the field and almost every software company has established their own process model.por
dc.identifier.isbn978-981-4407-71-7
dc.identifier.urihttp://hdl.handle.net/10400.2/2794
dc.language.isoengpor
dc.peerreviewedyespor
dc.publisherWORLD SCIENTIFICpor
dc.subjectData miningpor
dc.subjectknowledge discoverypor
dc.titleData mining process models: a roadmap for knowledge discoverypor
dc.typebook part
dspace.entity.typePublication
oaire.citation.endPage433por
oaire.citation.startPage405por
oaire.citation.titleQuantitative Modelling in Marketing and Managementpor
person.familyNameB Mendes
person.familyNameCavique
person.familyNameSantos
person.givenNameArmando
person.givenNameLuís
person.givenNameJorge
person.identifier1008054
person.identifier.ciencia-idEE1E-90E7-2751
person.identifier.ciencia-id911E-84AC-3956
person.identifier.ciencia-id8913-96E9-2FEE
person.identifier.orcid0000-0003-3049-5852
person.identifier.orcid0000-0002-5590-1493
person.identifier.orcid0000-0003-1000-8252
person.identifier.ridN-7280-2015
person.identifier.ridN-7809-2013
person.identifier.scopus-author-id13003839500
person.identifier.scopus-author-id55462369200
rcaap.rightsopenAccesspor
rcaap.typebookPartpor
relation.isAuthorOfPublicationd26eb57f-648e-485c-bd92-efcc8cb1b3be
relation.isAuthorOfPublication40906a16-46a2-42f1-b26d-7db7012294ee
relation.isAuthorOfPublication80af4f84-54a0-4647-a85a-58e8c0f81634
relation.isAuthorOfPublication.latestForDiscovery40906a16-46a2-42f1-b26d-7db7012294ee

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