File Download
Links for fulltext
(May Require Subscription)
- Publisher Website: 10.1109/ICDE.1996.492094
- Scopus: eid_2-s2.0-0029733589
- Find via
Supplementary
-
Citations:
- Scopus: 0
- Appears in Collections:
Conference Paper: Maintenance of discovered association rules in large databases: an incremental updating technique
Title | Maintenance of discovered association rules in large databases: an incremental updating technique |
---|---|
Authors | |
Keywords | Computers Computer engineering |
Issue Date | 1996 |
Publisher | IEEE Computer Society. |
Citation | The 12th International Conference on Data Engineering, New Orleans, LA., 26 February-1 March 1996. In International Conference on Data Engineering Proceedings, 1996, p. 106-114 How to Cite? |
Abstract | An incremental updating technique is developed for maintenance of the association rules discovered by database mining. There have been many studies on efficient discovery of association rules in large databases. However, it is nontrivial to maintain such discovered rules in large databases because a database may allow frequent or occasional updates and such updates may not only invalidate some existing strong association rules but also turn some weak rules into strong ones. An incremental updating technique is proposed for efficient maintenance of discovered association rules when new transaction data are added to a transaction database. |
Persistent Identifier | http://hdl.handle.net/10722/45551 |
ISSN | 2023 SCImago Journal Rankings: 1.306 |
References |
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Cheung, DWL | en_HK |
dc.contributor.author | Han, J | en_HK |
dc.contributor.author | Ng, V | en_HK |
dc.contributor.author | Wong, CY | en_HK |
dc.date.accessioned | 2007-10-30T06:28:59Z | - |
dc.date.available | 2007-10-30T06:28:59Z | - |
dc.date.issued | 1996 | en_HK |
dc.identifier.citation | The 12th International Conference on Data Engineering, New Orleans, LA., 26 February-1 March 1996. In International Conference on Data Engineering Proceedings, 1996, p. 106-114 | en_HK |
dc.identifier.issn | 1084-4627 | en_HK |
dc.identifier.uri | http://hdl.handle.net/10722/45551 | - |
dc.description.abstract | An incremental updating technique is developed for maintenance of the association rules discovered by database mining. There have been many studies on efficient discovery of association rules in large databases. However, it is nontrivial to maintain such discovered rules in large databases because a database may allow frequent or occasional updates and such updates may not only invalidate some existing strong association rules but also turn some weak rules into strong ones. An incremental updating technique is proposed for efficient maintenance of discovered association rules when new transaction data are added to a transaction database. | en_HK |
dc.language | eng | en_HK |
dc.publisher | IEEE Computer Society. | en_HK |
dc.relation.ispartof | International Conference on Data Engineering Proceedings | - |
dc.rights | ©1996 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE. | - |
dc.subject | Computers | en_HK |
dc.subject | Computer engineering | en_HK |
dc.title | Maintenance of discovered association rules in large databases: an incremental updating technique | en_HK |
dc.type | Conference_Paper | en_HK |
dc.identifier.openurl | http://library.hku.hk:4550/resserv?sid=HKU:IR&issn=1084-4627&volume=&spage=106&epage=114&date=1996&atitle=Maintenance+of+discovered+association+rules+in+large+databases:+anincremental+updating+technique | en_HK |
dc.identifier.email | Cheung, DWL: dcheung@cs.hku.hk | - |
dc.identifier.authority | Cheung, David W=rp00101 | - |
dc.description.nature | published_or_final_version | en_HK |
dc.identifier.doi | 10.1109/ICDE.1996.492094 | en_HK |
dc.identifier.scopus | eid_2-s2.0-0029733589 | - |
dc.identifier.hkuros | 12631 | - |
dc.relation.references | http://www.scopus.com/mlt/select.url?eid=2-s2.0-0029733589&selection=ref&src=s&origin=recordpage | - |
dc.identifier.spage | 106 | - |
dc.identifier.epage | 114 | - |
dc.identifier.scopusauthorid | Cheung, David W=34567902600 | - |
dc.identifier.scopusauthorid | Han, Jiawei=24325399900 | - |
dc.identifier.scopusauthorid | Ng, Vincent T=7102162966 | - |
dc.identifier.scopusauthorid | Wong, CY=36485854000 | - |
dc.identifier.citeulike | 2201990 | - |
dc.customcontrol.immutable | sml 151026 - merged | - |
dc.identifier.issnl | 1084-4627 | - |