Please use this identifier to cite or link to this item: http://hdl.handle.net/1942/5757
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dc.contributor.authorLan, Y.-
dc.contributor.authorChen, G.-
dc.contributor.authorJANSSENS, Davy-
dc.contributor.authorWETS, Geert-
dc.date.accessioned2007-12-20T16:01:46Z-
dc.date.available2007-12-20T16:01:46Z-
dc.date.issued2004-
dc.identifier.citationShi, Z & He, Q (Ed.) INTELLIGENT INFORMATION PROCESSING II. p. 233-237.-
dc.identifier.issn1571-5736-
dc.identifier.urihttp://hdl.handle.net/1942/5757-
dc.description.abstractAssociative classification has aroused significant attention in recent years. This paper proposed a novel interestingness measure, named dilated chi-square, to statistically reveal the interdependence between the antecedents and the consequent of classification rules. Using dilated chi-square, instead of confidence, as the primary ranking criterion for rules under the framework of popular CBA algorithm, the adapted algorithm presented in this paper can empirically generate more accurate and much more compact decision lists.-
dc.description.sponsorshipThe work was partly supported by the National Natural Science Foundation of China (79925001/70231010), the MOE Funds for Doctoral Programs (20020003095), and the Bilateral Scientific and Technological Cooperation Between China and Flanders/Czech.-
dc.language.isoen-
dc.publisherSPRINGER-
dc.relation.ispartofseriesINTERNATIONAL FEDERATION FOR INFORMATION PROCESSING-
dc.subject.otherdilated chi-square-
dc.subject.otherassociative classification-
dc.subject.otherCBA-
dc.titleDilated Chi-square: a novel interestingness measure to build accurate and compact decision list-
dc.typeProceedings Paper-
local.bibliographicCitation.authorsShi, Z-
local.bibliographicCitation.authorsHe, Q-
local.bibliographicCitation.conferencedateOCT 21-23, 2004-
local.bibliographicCitation.conferencenameInternational Conference on Intelligent Information Processing-
dc.bibliographicCitation.conferencenr2-
local.bibliographicCitation.conferenceplaceBeijing, PEOPLES R CHINA-
dc.identifier.epage237-
dc.identifier.spage233-
local.bibliographicCitation.jcatC1-
local.type.refereedRefereed-
local.type.specifiedProceedings Paper-
local.relation.ispartofseriesnr163-
dc.bibliographicCitation.oldjcatC1-
dc.identifier.doi10.1007/0-387-23152-8_30-
dc.identifier.isi000225784400030-
local.provider.typePdf-
local.bibliographicCitation.btitleINTELLIGENT INFORMATION PROCESSING II-
local.uhasselt.internationalno-
item.fulltextWith Fulltext-
item.contributorLan, Y.-
item.contributorChen, G.-
item.contributorJANSSENS, Davy-
item.contributorWETS, Geert-
item.fullcitationLan, Y.; Chen, G.; JANSSENS, Davy & WETS, Geert (2004) Dilated Chi-square: a novel interestingness measure to build accurate and compact decision list. In: Shi, Z & He, Q (Ed.) INTELLIGENT INFORMATION PROCESSING II. p. 233-237..-
item.accessRightsOpen Access-
item.validationecoom 2006-
item.validationvabb 2015-
Appears in Collections:Research publications
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