Research Services Division

Deakin Research

Research Output for Andrei Kelarev

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

Jump to: Publications | Grants and Consultancies | HDR completions

Publications

2013 School of Information Technology

Abawajy, J. H., Kelarev, A. V. and Chowdhury, M. (2013) Multistage approach for clustering and classification of ECG data, Computer methods and programs in biomedicine, vol. 112, no. 3, pp. 720-730, Elsevier, Amsterdam, The Netherlands [C1]
ERA journal ID: 5039 – Scopus EID: 2-s2.0-84885423330
Citation counts: Scopus - 1, Thomson - 1
DRO entry for this publication

Abawajy, J., Kelarev, A. V. and Zeleznikow, J.* (2013) Centroid sets with largest weight in Munn semirings for data mining applications, Semigroup forum, vol. 87, no. 3, pp. 617-626, Springer, Berlin, Germany [C1]
ERA journal ID: 389 – Scopus EID: 2-s2.0-84876366818
DRO entry for this publication

Abawajy, J., Kelarev, A.V., Yearwood, J.L.* and Turville, C.* (2013) A data mining application of the incidence semirings, Houston journal of mathematics, vol. 39, no. 4, pp. 1083-1093, University of Houston, Department of Mathematics, Houston, Tx. [C1]
ERA journal ID: 172 – Scopus EID: Not tagged
DRO entry for this publication

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

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: Not tagged
DRO entry for this publication

Abawajy, Jemal, Kelarev, Andrei and Chowdhury, Morshed (2013) Power graphs : a survey, Electronic journal of graph theory and applications, vol. 1, no. 2, pp. 125-147, Indonesian Combinatorial Society (InaCombS), Graph Theory and Applications (GTA) Research Centre, The University of Newcastle, Australia, Institut Teknologi Bandung (ITB), Indonesia, Indonesia [C2]
ERA journal ID: Not matching ERA journal list
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]
DRO entry for this publication

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 tagged
Citation counts: Thomson - 1
DRO entry for this publication

Beliakov, 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, Abingdon, England [C1]
ERA journal ID: 346 – Scopus EID: 2-s2.0-84868710324
Citation counts: Thomson - 1
DRO entry for this publication

Beliakov, 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 tagged
DRO entry for this publication

Abawajy, 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]
DRO entry for this publication

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

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]
DRO entry for this publication

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 tagged
DRO entry for this publication

Kelarev, 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 list
DRO entry for this publication

2010 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 - 3, Thomson - 3
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 Andrei Kelarev

No completions found or audited.

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

DRO to publications collection last synchronised: Wednesday 23rd April 2014 10:04pm

Deakin University acknowledges the traditional land owners of present campus sites.

23rd July 2011