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.
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;
Journal_Title :
Engineering in Medicine and Biology Magazine, IEEE
DOI :
10.1109/MEMB.2007.335581
