Research Output for Andrei Kelarev
Note: The 2012, 2013 publications have not been audited.
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Publications
2013 School of Information Technology
Beliakov, Gleb and Kelarev, Andrei (2013) Global non-smooth optimization in robust multivariate regression, Optimization methods and software, vol. 28, no. 1, pp. 124-138, Taylor & Francis, Essex, England [C1]
ERA journal ID: 30913 – Scopus EID: 2-s2.0-84867469138
Citation counts:Thomson - 2
DRO entry for this publication
2012 School of Information Technology
Abawajy, Jemal and Kelarev, Andrei (2012) A multi-tier ensemble construction of classifiers for phishing email detection and filtering, in Xiang, Yang; Lopez, Javier; Kuo, C.C. Jay and Zhou, Wanlei (eds), Cyberspace safety and security : 4th International Symposium, CSS 2012 Melbourne, Australia, December 12-13, 2012 Proceedings, pp. 48-56, Springer-Verlag, Berlin, Germany [B1]
Abawajy, J. and Kelarev, A.V. (2012) Classification systems based on combinatorial semigroups, Semigroup forum, vol. 86, pp. 603-612, Springer, New York, N.Y. [C1]
ERA journal ID: 389 – Scopus EID: Not taggedBeliakov, Gleb, Kelarev, Andrei and Yearwood, John* (2012) Derivative-free optimization and neural networks for robust regression, Optimization, vol. 61, no. 12, pp. 1467-1490, Taylor & Francis Ltd, Abingdon, England [C1]
ERA journal ID: 346 – Scopus EID: 2-s2.0-84868710324Beliakov, Gleb, Yearwood, John* and Kelarev, Andrei (2012) Application of rank correlation, clustering and classification in information security, Journal of networks, vol. 7, no. 6, pp. 935-945, Academy Publisher, Oulu, Finland [C1]
ERA journal ID: 40962 – Scopus EID: Not taggedAbawajy, Jemal, Beliakov, Gleb, Kelarev, Andrei and Yearwood, John* (2012) Performance evaluation of multi-tier ensemble classifiers for phishing websites, in Warren, Matthew (eds), ATIS 2012 : Proceedings of the 3rd Applications and Technologies in Information Security Workshop, pp. 11-16, School of Information Systems, Deakin University, Melbourne, Vic. [E1]
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]
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]
2011 School of Information Technology
Beliakov, Gleb, Yearwood, John* and Kelarev, Andrei (2011) An application of novel clustering technique for information security, in Warren, Matthew (eds), ATIS 2011 : Workshop proceedingof ATIS 2011. Melbourne, November 9th, 2011. Second Applications and Techniques in Information Security Workshop, pp. 6-11, School of Information Systems, Deakin University, Melbourne [E1]
2011 External
Kelarev, A. V.*, Yearwood, J. L.*, Watters, P. A.*, Wu, X. W.*, Ma, L.*, Abawajy, J. H. and Pan, L. (2011) A Grobner-Shirshov algorithm for applications in internet security, Southeast Asian bulletin of mathematics, vol. 35, pp. 807-820, Springer, Hong Kong [C1]
ERA journal ID: 403 – Scopus EID: Not taggedKelarev, A. V.*, Yearwood, J. L.*, Vamplew, P. W.*, Abawajy, J. L. and Chowdhury, M. (2011) Optimization and matrix constructions for classification of data, New Zealand journal of mathematics, vol. 41, pp. 65-73, University of Auckland, Department of Mathematics, Auckland, New Zealand [C1]
ERA journal ID: Not matching ERA journal list2010 External
Kelarev, A. V.*, Yearwood, J. L.*, Watters, P.*, Wu, X.*, Abawajy, J. H. and Pan, L. (2010) Internet security applications of the Munn rings, Semigroup forum, vol. 81, no. 1, pp. 162-171, Springer New York LLC, New York N.Y. [C1]
ERA journal ID: 389 – Scopus EID: 2-s2.0-77954863117
Citation counts:Scopus - 1,
Grants and Consultancies
No grants and/or consultancies found or audited – the 2012 HERDC financial return has not been completed or loaded as yet.
Higher Degree by Research Completions supervised by Andrei Kelarev
No completions found or audited.
- Legend:
- * Not a member of Deakin University at time of output.
DRO to publications collection last synchronised: Thursday 20th June 2013 3:06pm
