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Research Output for Kate Smith-Miles

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

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Publications

2011 External

Smith-Miles, Kate A.* and Islam, Md. Rafiqul (2011) Meta-learning of instance selection for data summarization, in Jankowski, Norbert; Duch, Wlodzislaw and Groabczewski, Krzysztof (eds), Meta-Learning in Computational Intelligence, pp. 77-95, Spring-Verlag, Berlin, Germany [B1]
DRO entry for this publication

2010 External

Geng, Xin*, Smith-Miles, Kate*, Wang, Liang*, Li, Ming and Wu, Qiang* (2010) Context-aware fusion : a case study on fusion of gait and face for human identification in video, Pattern recognition, vol. 43, no. 10, pp. 3660-3673, Pergamon, Oxford, England [C1]
ERA journal ID: 4503 – Scopus EID: 2-s2.0-77953652311
Citation counts: Scopus - 12, Thomson - 10
DRO entry for this publication

Smith-Miles, Kate* and Islam, Rafiqul (2010) Meta-learning for data summarization based on instance selection method, in Unknown (ed.), WCCI 2010 : IEEE World Congress on Computational Intelligence, pp. 1-8, IEEE, Piscataway, N.J. [E1]
DRO entry for this publication

2009 School of Information Technology

Phua, Clifton*, Gayler, Ross*, Lee, Vincent* and Smith-Miles, Kate (2009) On the communal analysis suspicion scoring for identity crime in streaming credit applications, European journal of operational research, vol. 195, no. 2, pp. 595-612, Elsevier BV, Amsterdam, Netherlands [C1]
ERA journal ID: 148 – Scopus EID: 2-s2.0-56249143499
Citation counts: Scopus - 5
DRO entry for this publication

2008 School of Engineering and Information Technology

Geng, Xin, Zhou, Zhi-Hua* and Smith-Miles, K. (2008) Individual stable space : an approach to face recognition under uncontrolled conditions, IEEE transactions on neural networks, vol. 19, no. 8, pp. 1354-1368, IEEE, Piscataway, N.J. [C1]
ERA journal ID: 4458 – Scopus EID: 2-s2.0-49649094932
Citation counts: Scopus - 7, Thomson - 3
DRO entry for this publication

Siew, Eu-Gene*, Churilov, Leonid*, Smith-Miles, Kate A. and Sturmberg, Joachim P.* (2008) Using supervised and unsupervised techniques to determine groups of patients with different doctor-patient stability, Lecture notes in computer science, vol. 5012, pp. 715-722, Springer, Berlin, Germany [C1]
ERA journal ID: 123605 – Scopus EID: Not tagged
DRO entry for this publication

Geng, Xin, Wang, Liang*, Li, Ming, Wu, Qiang* and Smith-Miles, Kate (2008) Adaptive fusion of gait and face for human identification in video, in Unknown (ed.), WACV 2008 : Proceedings of the IEEE 2008 Workshop on Application of Computer Vision, pp. 1-6, IEEE, Piscataway, N.J. [E1]
Citation counts: Scopus - 1
DRO entry for this publication

Geng, Xin, Smith-Miles, Kate and Zhou, Zhi-Hua* (2008) Facial age estimation by nonlinear aging pattern subspace, in Unknown (ed.), MM 2008 : Proceedings of the 2008 ACM International Conference on Multimedia, with co-located symposium & workshops : Vancouver, BC, Canada, October 27-31, 2008 : AREA '08, CommunicabilityMS '08, HCC '08, MIR '08, MS '08, SAME '08, SRMC '08, TVS '08, VNBA, pp. 721-724, Association for Computing Machinery, New York, N.Y. [E1]
DRO entry for this publication

Phua, Clifton*, Lee, Vincent C. S.* and Smith-Miles, Kate (2008) Utility of real-time decision-making in commercial data stream mining domains, in Lee, Vincent C. S.; Chen, Jian; Ng, Wee-Keong; Ong, Kok-Leong and Tan, Ting Yean (eds), ICSSSM 2008 : Exploring service dynamics with science and innovative technology : Proceedings of the 2008 International Conference on Service Systems and Service Management, pp. 1-6, IEEE, Piscataway, N.J. [E1]
DRO entry for this publication

Smith-Miles, Kate (2008) Towards insightful algorithm selection for optimisation using meta-learning concepts, in Wang, Jun (eds), WCCI 2008 : IEEE World Congress on Computational Intelligence, pp. 4118-4124, IEEE, Piscataway, N.J. [E1]
DRO entry for this publication

2007 School of Engineering and Information Technology

Ali, Shawkat* and Smith-Miles, Kate (2007) An optimal degree selection for polynomial kernel with support vector machines : theoretical and empirical investigations, International journal of knowledge-based on intelligent engineering systems, vol. 11, no. 1, pp. 1-18, IOS Press, Amsterdam, The Netherlands [C1]
ERA journal ID: 3494 – Scopus EID: Not tagged
DRO entry for this publication

Geng, Xin, Zhou, Zhi-Hua* and Smith-Miles, Kate (2007) Automatic age estimation based on facial aging patterns, IEEE transactions on pattern analysis and machine intelligence, vol. 29, no. 12, pp. 2234-2240, IEEE, Piscataway, N.J. [C1]
ERA journal ID: 17880 – Scopus EID: 2-s2.0-36248946626
Citation counts: Scopus - 189, Thomson - 105
DRO entry for this publication

Wickramasinghe, L.*, Alahakoon, D.* and Smith-Miles, Kate (2007) A novel episodic associative memory model for enhanced classification accuracy, Pattern recognition letters, vol. 28, no. 10, pp. 1193-1202, Elsevier BV, Amsterdam, Netherlands [C1]
ERA journal ID: 18106 – Scopus EID: 2-s2.0-34248140593
Citation counts: Scopus - 8, Thomson - 5
DRO entry for this publication

Geng, Xin, Wang, Liang*, Li, Ming, Wu, Qiang* and Smith-Miles, Kate (2007) Distance-driven fusion of gait and face for human identification in video, in Cree, Michael J. (eds), IVCNZ 2007 : Proceedings of Image and Vision Computing New Zealand, pp. 19-24, Image and Vision Computing NZ, Hamilton, N.Z. [E1]
DRO entry for this publication

Phua, Clifton*, Smith-Miles, Kate, Lee, Vincent* and Gayler, Ross* (2007) Adaptive spike detection for resilient data stream mining, in Christen, Peter; Kennedy, Paul J.; Li, Jiuyong; Kolyshkina, Inna and Williams, Graham J. (eds), Data mining and analytics 2007 : proceedings of the sixth Australasian Data Mining Conference (AusDM2007), Gold Coast, Australia, 3-4 December, 2007, pp. 181-188, Australian Computer Society, Sydney, N.S.W. [E1]
DRO entry for this publication

Phua, Clifton*, Lee, Vincent*, Smith-Miles, Kate and Gayler, Ross* (2007) Adaptive communal detection in search of adversarial identity crime, in Yu, Philips (eds), Proceedings of the 2007 International Workshop on Domain Driven Data Mining : August 12, 2007, San Jose, California, pp. 1-10, ACM, New York, N.Y [E1]
DRO entry for this publication

Smith-Miles, Kate (2007) Meta-learning: from classification to forecasting, to optimiziation, and beyond, in Lee, Roger; Chowdhury, Morshed U.; Ray, Sid and Lee, Thuy (eds), Proceedings 6th IEEE/ACIS International Conference on Computer and Information Science (ICIS 2007) & 1st IEEE/ACIS International Workshop on e-Activity (IWEA 2007), p. 2, Institute of Electrical and Electronics Engineers (IEEE), Los Alamitos, Calif. [E1]
DRO entry for this publication

2006 School of Engineering and Information Technology

Ali, Shawkat* and Smith-Miles, Kate (2006) A meta-learning approach to automatic kernel selection for support vector machines, Neurocomputing, vol. 70, no. 1-3, pp. 173-186, Elsevier BV, Amsterdam, The Netherlands [C1]
ERA journal ID: 18092 – Scopus EID: 2-s2.0-33750292535
Citation counts: Scopus - 38, Thomson - 19
DRO entry for this publication

Ali, Shawkat* and Smith-Miles, Kate (2006) Improved support vector machine generalization using normalized input space, Lecture notes in computer science, vol. 4304, pp. 362-371, Springer-Verlag, Heidelberg, Germany [C1]
ERA journal ID: 123605 – Scopus EID: Not tagged
DRO entry for this publication

Amarasiri, Rasika*, Alahakoon, Damminda* and Smith-Miles, Kate (2006) Clustering massive high dimensional data with dynamic feature maps, Lecture notes in computer science, vol. 4233, pp. 814-823, Springer-Verlag, Berlin, Germany [C1]
ERA journal ID: 123605 – Scopus EID: 2-s2.0-33750736051
Citation counts: Scopus - 2
DRO entry for this publication

Chau, Rowena*, Yeh, Chung-Hsing* and Smith-Miles, Kate (2006) Fuzzy-neuro web-based multilingual knowledge management, Lecture notes in computer science, vol. 4223, pp. 1229-1238, Springer-Verlag, Heidelberg, Germany [C1]
ERA journal ID: 123605 – Scopus EID: 2-s2.0-33750539701
DRO entry for this publication

Chau, Rowena*, Smith-Miles, Kate and Yeh, Chung-Hsing* (2006) Ontology learning from text: a soft computing paradigm, Lecture notes in computer science, vol. 4234, pp. 295-301, Spring-Verlag, Heidelberg, Germany [C1]
ERA journal ID: 123605 – Scopus EID: 2-s2.0-33750691337
DRO entry for this publication

Bedingfield, Susan* and Smith-Miles, Kate (2006) Two stage partial classification for inconsistent and imbalanced classes, in Institute of Electrical and Electronics Engineers (eds), Sustainable Development Through Effective Man-Machine Co-Existence: Proceedings of the International Conference on Information and Automation (ICA'06), pp. 167-171, Institute of Electrical and Electronics Engineers, Piscataway, N.J. [E1]
DRO entry for this publication

Phua, C.*, Gayler, R.*, Smith-Miles, Kate and Lee, V.* (2006) Communal detection of implicit personal identity streams, in Tsumoto, Shusaku (eds), ICDM workshops 2006 : proceedings : 18 December, 2006, Hong Kong, China ; [Sixth IEEE International Conference on Data Mining - workshops], pp. 620-625, IEEE Computer Society, Hong Kong, China [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 Kate Smith-Miles

2008

Xin Geng
Doctor of Philosophy, Thesis entitled: Facial Image Analysis based on Subspace Methods. School of Engineering and Information Technology

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

DRO to publications collection last synchronised: Wednesday 17th September 2014 10:04pm

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23rd July 2011