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Deakin Research

Research Output for Herbert Jelinek

Note: The 2012, 2013, 2014, 2015 publications have not been audited.

Jump to: Publications | Grants and Consultancies | HDR completions

Herbert Jelinek may be from another institution or only recently joined Deakin University.


2014 External

Jelinek,H*, Abawajy,J, Kelarev,A, Chowdhury,M and Stranieri,A* (2014) Decision trees and multi-level ensemble classifiers for neurological diagnostics, Australian Journal of Medical Science, vol. 1, no. 1, pp. 1-12, Australian Institute of Medical Scientists, Milton, QLD [C1]
ERA journal ID: 15768 – Scopus EID: Not tagged
DRO entry for this publication

2013 External

Abawajy, Jemal, Kelarev, Andrei, Chowdhury, Morshed, Stranieri, Andrew* and Jelinek, Herbert F.* (2013) Predicting cardiac autonomic neuropathy category for diabetic data with missing values, Computers in biology and medicine, vol. 43, no. 10, pp. 1328-1333, Elsevier, Amsterdam, The Netherlands [C1]
ERA journal ID: 5040 – Scopus EID: 2-s2.0-84883615604
Citation counts: Scopus - 1, Thomson - 1
DRO entry for this publication

Kelarev, Andrei V, Abawajy, Jemal, Stranieri, Andrew* and Jelinek, Herbert F* (2013) Empirical investigation of decision tree ensembles for monitoring cardiac complications of diabetes, International journal of data warehousing and mining, vol. 9, no. 4, pp. 1-18, IGI Global, Hershey, PA [C1]
ERA journal ID: 17932 – Scopus EID: 2-s2.0-84883620001
Citation counts: Scopus - 1
DRO entry for this publication

Strainieri, Andrew*, Abawajy, Jemal, Kelarev, Andrei, Huda, Shamsul*, Chowdhury, Morshed and Jelinek, Herbert F.* (2013) An approach for Ewing test selection to support the clinical assessment of cardiac autonomic neuropathy, Artificial intelligence in medicine, vol. 58, pp. 185-193, Elsevier BV, Amsterdam, The Netherlands [C1]
ERA journal ID: 5031 – Scopus EID: 2-s2.0-84880035662
Citation counts: Scopus - 3, Thomson - 1
DRO entry for this publication

2012 External

Abawajy, J., Kelarev, A.V., Stranieri, A.* and Jelinek, H.F.* (2012) Empirical investigation of multi-tier ensembles for the detection of cardiac autonomic neuropathy using subsets of the Ewing Features, in Al-Jumaily, Adel; Bennamoun, Mohammed and Al-Ani, Ahmed (eds), CIHealth 2012- Proceedings of the Workshop on New Trends of Computational Intelligence in Health Applciations, pp. 1-11, CEURS-WS, Sydney, N.S.W. [E1]
DRO entry for this publication

Kelarev, A.V., Stranieri, A.*, Yearwood, J.L.*, Abawajy, J. and Jelinek, H.F.* (2012) Improving classifications for cardiac autonomic neuropathy using multi-level ensemble classifiers and feature selection based on random forest, in Zhao, Yanchang; Li, Jiuyong; Kennedy, Paul J. and Christen, Peter (eds), AusDM 2012 : Proceedings of the 10th Australasian Data Mining Conference, pp. 93-101, Australian Computer Society, Sydney, N.S.W. [E1]
DRO entry for this publication

Grants and Consultancies

No grants and/or consultancies found or audited – the 2014 HERDC financial return has not been completed or loaded as yet.

Higher Degree by Research Completions supervised by Herbert Jelinek

No completions found or audited.

* Not a member of Deakin University at time of output.

DRO to publications collection last synchronised: Friday 29th May 2015 10:04pm

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4th May 2015