Empirical study of decision trees and ensemble classifiers for monitoring of diabetes patients in pervasive healthcare

Kelarev, A. V., Stranieri, A., Yearwood, J. L. and Jelinek, H. F. 2012, Empirical study of decision trees and ensemble classifiers for monitoring of diabetes patients in pervasive healthcare, in NBis 2012 : Proceedings of the 15th International Conference on Network-Based Information Systems, IEEE, Piscataway, N.J., pp. 441-446, doi: 10.1109/NBiS.2012.20.

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Title Empirical study of decision trees and ensemble classifiers for monitoring of diabetes patients in pervasive healthcare
Author(s) Kelarev, A. V.
Stranieri, A.
Yearwood, J. L.ORCID iD for Yearwood, J. L. orcid.org/0000-0002-7562-6767
Jelinek, H. F.
Conference name Network-Based Information Systems. International Conference (15th : 2012 : Melbourne, Victoria)
Conference location Melbourne, Victoria
Conference dates 26 - 28 Sep. 2012
Title of proceedings NBis 2012 : Proceedings of the 15th International Conference on Network-Based Information Systems
Editor(s) Unknown.
Publication date 2012
Series Network-Based Information Systems International Conference
Start page 441
End page 446
Total pages 6
Publisher IEEE
Place of publication Piscataway, N.J.
Keyword(s) bagging
decision trees
monitoring
diabetes
boosting
accuracy
educational institutions
ensemble classifiers
ISBN 9780769547794
Language eng
DOI 10.1109/NBiS.2012.20
HERDC Research category E1.1 Full written paper - refereed
ERA Research output type E Conference publication
Copyright notice ©2012, IEEE
Persistent URL http://hdl.handle.net/10536/DRO/DU:30101433

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