DocumentCode
2865619
Title
CoLe: a cooperative data mining approach and its application to early diabetes detection
Author
Gao, Jie ; Denzinger, Jorg ; James, Robert C.
Author_Institution
Dept. of Comput. Sci., Calgary Univ., Alta., Canada
fYear
2005
fDate
27-30 Nov. 2005
Abstract
We present CoLe, a cooperative data mining approach for discovering hybrid knowledge. It employs multiple different data mining algorithms, and combines results from them to enhance the mined knowledge. For our medical application area, we analyse several focusing strategies that allowed us to gain medically significant results.
Keywords
data mining; diseases; medical computing; CoLe; cooperative data mining; early diabetes detection; hybrid knowledge discovery; Application software; Back; Biomedical informatics; Computer science; Data mining; Diabetes; Feedback; Feeds; Medical diagnostic imaging; Medical services;
fLanguage
English
Publisher
ieee
Conference_Titel
Data Mining, Fifth IEEE International Conference on
ISSN
1550-4786
Print_ISBN
0-7695-2278-5
Type
conf
DOI
10.1109/ICDM.2005.44
Filename
1565740
Link To Document