DocumentCode
748595
Title
Multilabel associative classification categorization of MEDLINE aticles into MeSH keywords
Author
Rak, R. ; Kurgan, L.A. ; Reformat, Marek
Author_Institution
Dept. of Electr. & Comput. Eng., Alberta Univ., Edmonton, Alta.
Volume
26
Issue
2
fYear
2007
Firstpage
47
Lastpage
55
Abstract
The constantly increasing numbers of scientific documents and the extensive manual work associated with their description and classification requires intelligent classification capabilities for users to find required information. The article discusses an automated method for classification of medical articles into the structure of document repositories which would support currently performed extensive manual work
Keywords
medical information systems; MEDLINE articles; MeSH keywords; document repository; intelligent classification; multilabel associative classification categorization; scientific documents; Anatomy; Association rules; Cardiac disease; Data mining; Databases; Nuclear magnetic resonance; Organisms; Performance evaluation; Thesauri; Vocabulary;
fLanguage
English
Journal_Title
Engineering in Medicine and Biology Magazine, IEEE
Publisher
ieee
ISSN
0739-5175
Type
jour
DOI
10.1109/MEMB.2007.335581
Filename
4135800
Link To Document