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南京师范大学学报（工程技术版）[ISSN:1006-6977/CN:61-1281/TN]

Issue:

2001年01期

Page:

36-39

Research Field:

Publishing date:

Info

Title:

Integrated Discovering Technology of Case-Based Reasoning and Rule Induction

Author(s):

Xing Naining ¹;  Gao Hongmei ²;  Sun Zhihui ²

1 College of Mathematics and Computer Science, Nanjing Normal University, Nanjing, 210097,PRC)

Keywords:

case-based r ea so ning;  rule inductio n;  case retr iev e;  r elev ent w eight ;  similar ity measur ement

PACS:

TP311.13

DOI:

-

Abstract:

In this art iclea new disco ver ing techno lo gy is put fo rw ar d t ha t integ rates case-based r easoning and rule-induct ion. The result of RI is used to assign the w eig ht for each attr ibute o f a new case in o rder to impr ov e the r et rieve efficiency in CBR.

References:

[ 1] Rober st on S E, Spar k Jo nes K. Relevance Weighting o f Search Terms. J Am So c Information Science,1976, ( 27) : 129～146
[ 2] Fayy ad U M, Ir ani K B. Multi-I nt erv al Discr etization o f Co ntinuous-Valued At tributes for Classificat ion Lear ning . Pr oc IJCAI- 93, 1993: 1022～1027
[ 3] Nick Cerco ne . Ruleinduction a nd casebased reasoning hy br id ar chitectur es appear adva nta geo us. IEEE Tr ans o n Know l and Dat a Eng , 1999, 11( 1) : 166～173

Memo

Memo:

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Common functions

Last Update: 2013-04-29