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A hybrid intelligent system for medical data classification.
- Source :
-
Expert Systems with Applications . Apr2014, Vol. 41 Issue 5, p2239-2249. 11p. - Publication Year :
- 2014
-
Abstract
- Highlights: [•] A hybrid intelligent system is proposed for medical data classification tasks. [•] The proposed system is able to learn incrementally and explain its predictions. [•] Benchmark medical data sets are used to evaluate the effectiveness of the system. [•] The results ascertain the usefulness of the system for medical decision support. [•] The knowledge base is presented as a decision tree for interpretation by users. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 09574174
- Volume :
- 41
- Issue :
- 5
- Database :
- Academic Search Index
- Journal :
- Expert Systems with Applications
- Publication Type :
- Academic Journal
- Accession number :
- 92716338
- Full Text :
- https://doi.org/10.1016/j.eswa.2013.09.022