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http://hdl.handle.net/1942/5757
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DC Field | Value | Language |
---|---|---|
dc.contributor.author | Lan, Y. | - |
dc.contributor.author | Chen, G. | - |
dc.contributor.author | JANSSENS, Davy | - |
dc.contributor.author | WETS, Geert | - |
dc.date.accessioned | 2007-12-20T16:01:46Z | - |
dc.date.available | 2007-12-20T16:01:46Z | - |
dc.date.issued | 2004 | - |
dc.identifier.citation | Shi, Z & He, Q (Ed.) INTELLIGENT INFORMATION PROCESSING II. p. 233-237. | - |
dc.identifier.issn | 1571-5736 | - |
dc.identifier.uri | http://hdl.handle.net/1942/5757 | - |
dc.description.abstract | Associative 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.sponsorship | The 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.iso | en | - |
dc.publisher | SPRINGER | - |
dc.relation.ispartofseries | INTERNATIONAL FEDERATION FOR INFORMATION PROCESSING | - |
dc.subject.other | dilated chi-square | - |
dc.subject.other | associative classification | - |
dc.subject.other | CBA | - |
dc.title | Dilated Chi-square: a novel interestingness measure to build accurate and compact decision list | - |
dc.type | Proceedings Paper | - |
local.bibliographicCitation.authors | Shi, Z | - |
local.bibliographicCitation.authors | He, Q | - |
local.bibliographicCitation.conferencedate | OCT 21-23, 2004 | - |
local.bibliographicCitation.conferencename | International Conference on Intelligent Information Processing | - |
dc.bibliographicCitation.conferencenr | 2 | - |
local.bibliographicCitation.conferenceplace | Beijing, PEOPLES R CHINA | - |
dc.identifier.epage | 237 | - |
dc.identifier.spage | 233 | - |
local.bibliographicCitation.jcat | C1 | - |
local.type.refereed | Refereed | - |
local.type.specified | Proceedings Paper | - |
local.relation.ispartofseriesnr | 163 | - |
dc.bibliographicCitation.oldjcat | C1 | - |
dc.identifier.doi | 10.1007/0-387-23152-8_30 | - |
dc.identifier.isi | 000225784400030 | - |
local.provider.type | - | |
local.bibliographicCitation.btitle | INTELLIGENT INFORMATION PROCESSING II | - |
local.uhasselt.international | no | - |
item.validation | ecoom 2006 | - |
item.validation | vabb 2015 | - |
item.accessRights | Open Access | - |
item.fullcitation | Lan, 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.fulltext | With Fulltext | - |
item.contributor | Lan, Y. | - |
item.contributor | Chen, G. | - |
item.contributor | JANSSENS, Davy | - |
item.contributor | WETS, Geert | - |
Appears in Collections: | Research publications |
Files in This Item:
File | Description | Size | Format | |
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147 (1).pdf | Peer-reviewed author version | 127.46 kB | Adobe PDF | View/Open |
0-387-23152-8_30.pdf Restricted Access | Published version | 251.38 kB | Adobe PDF | View/Open Request a copy |
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