Research Services Division

Deakin Research

Research Output for Damminda Alahakoon

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

Jump to: Publications | Grants and Consultancies | HDR completions

Publications

2014 School of Information and Business Analytics

Boo, Yee Ling and Alahakoon, Damminda (2014) Building multi-modal crime profiles with growing self organising maps, in Muda, Azah Kamilah; Choo, Yun-Huoy; Abraham, Ajith and Srihari, Sargur N. (eds), Computational intelligence in digital forensics: forensic investigation and applications, pp. 97-124, Springer, Cham, Switzerland [B1]
DRO entry for this publication

Gunasinghe, Upuli*, Alahakoon, Damminda and Bedingfield, Susan* (2014) Extraction of high quality k-words for alignment-free sequence comparison, Journal of theoretical biology, vol. 358, pp. 31-51, Elsevier, Amsterdam, The Netherlands [C1]
ERA journal ID: 39758 – Scopus EID: 2-s2.0-84902139133
DRO entry for this publication

2012 External

Huang, Pin, Pathirana, Pubudu, Alahakoon, Damminda* and Brotchie, Peter* (2012) Application of growing self-organizing map to distinguish between finger tapping and non tapping from brain images, in Unknown (ed.), ICIAfS 2012 : Proceedings of the 2012 IEEE 6th International Conference on Information and Automation for Sustainability, pp. 232-236, IEEE, Piscataway, N.J. [E1]
DRO entry for this publication

Gunasinghe, Upuli*, Matharage, Sumith* and Alahakoon, Damminda* (2012) A sequence based dynamic SOM model for text clustering, in Unknown (ed.), IJCNN 2012: Proceedings of the 2012 International Joint Conference on Neural Networks, pp. 1-8, Institute of Electrical and Electronics Engineers, Piscataway, N. J [E1.1]
DRO entry for this publication

2011 External

De Silva, Daswin*, Yu, Xinghuo*, Alahakoon, Damminda* and Holmes, Grahame* (2011) A data mining framework for electricity consumption analysis from meter data, IEEE transactions on industrial informatics, vol. 7, no. 3, pp. 399-407, IEEE, Piscataway, N.J. [C1.1]
ERA journal ID: 41168 – Scopus EID: 2-s2.0-80051783978
Citation counts: Scopus - 20, Thomson - 10
DRO entry for this publication

Matharage, Sumith*, Alahakoon, Damminda*, Rajapakse, Jayantha* and Huang, Pin* (2011) Fast growing self organizing map for text clustering, Lecture notes in computer science, vol. 7063, pp. 406-415, Springer Science & Business Media, Berlin, Germany [C1.1]
ERA journal ID: 123605 – Scopus EID: 2-s2.0-81855169778
Citation counts: Scopus - 2
DRO entry for this publication

Boo, Yee Ling and Alahakoon, Damminda* (2011) Clusters driven implementation of a brain inspired model for multi-view pattern identifications, in Unknown (ed.), ISDA 2011 : Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, pp. 551-556, IEEE, Cordoba, Spain [E1]
DRO entry for this publication

Boo, Yee Ling and Alahakoon, Damminda* (2011) Identifying multi-view patterns with hierarchy and granularity based multimodal (HGM) cognitive model, in Unknown (ed.), Proceedings of the 2011 IEEE International Conference on Granular Computing, pp. 71-76, IEEE, Kaohsiung, Taiwan [E1]
DRO entry for this publication

Matharage, S*, Alahakoon, O*, Alahakoon, D*, Kapurubandara, S*, Nayyar, R*, Mukherjee, M*, Jagadish, U*, Yim, S* and Alahakoon, I* (2011) Analysing stillbirth data using dynamic self organizing maps, in Unknown (ed.), Proceedings of the 22nd International Workshop on Database and Expert Systems Applications; DEXA 2011, pp. 86-90, IEEE, Piscataway, NJ [E1.1]
DRO entry for this publication

2010 External

Boo, Yee Ling and Alahakoon, Damminda* (2010) A brain inspired approach for multi-view patterns identification, in Ardil, Cemal (eds), World Academy of science, engineering and technology, vol. 4, no. 11, pp. 719-728, WASET, Venice, Italy [C1]
ERA journal ID: 42105 – Scopus EID: Not tagged
DRO entry for this publication

Ahmad, Norashikin*, Alahakoon, Damminda* and Chau, Rowena* (2010) Cluster identification and separation in the growing self-organizing map: application in protein sequence classification, Neural computing and applications, vol. 19, no. 4, pp. 531-542, Springer-Verlag, Berlin, Germany [C1.1]
ERA journal ID: 18089 – Scopus EID: Not tagged
Citation counts: Thomson - 5
DRO entry for this publication

Boo, Yee Ling* and Alahakoon, Damminda* (2010) Application of a brain inspired model for profiling multi-view crime patterns, in Halgamuge, Malka N. (eds), ICIAFS 2010 : Proceedings of the 2010 5th International Conference on Information and Automation for Sustainability : Sustainable Development through Effective Man-machine Co-existence, pp. 493-498, IEEE, Piscataway, N.J. [E1.1]
DRO entry for this publication

2009 External

De Silva, Daswin*, Alahakoon, Damminda* and Dharmage, Shyamali* (2009) Extensions to knowledge acquisition and effect of multimodal representation in unsupervised learning, in Hassanien, Aboul-Ella; Abraham, Ajith; Vasilakos, Athanasios V. and Pedrycz, Witold (eds), Foundations of computational intelligence Volume 1 : learning and approximation, pp. 281-305, Springer, Berlin, Germany [B1.1]
DRO entry for this publication

Smith, Toby* and Alahakoon, Damminda* (2009) Growing self-organizing map for online continuous clustering, in Abraham, Ajith; Hassanien, Aboul-Ella and de, Carvalho Andre Ponce de Leon F. (eds), Foundations of computational intelligence volume 4, pp. 49-83, Springer-Verlag, Berlin, Germany [B1.1]
DRO entry for this publication

Matharage, Sumith*, Gunasinghe, Upuli* and Alahakoon, Damminda* (2009) Growing Self Organizing Map with an Imposed Binary Search Tree for Discovering Temporal Input Patterns, in Ekanayaka, E MN (eds), Proceedings of the Fourth International Conference on Industrial and Information Systems (ICIIS); IEEE 2009, pp. 222-226, IEEE, Washington, DC [E1.1]
DRO entry for this publication

2008 External

Asghar, Sohail*, Alahakoon, Damminda* and Churilov, Leonid* (2008) Categorization of disaster decision support needs for the development of an integrated model for DMDSS, International journal of information technology & decision making, vol. 7, no. 1, pp. 115-145, World Scientific Publishing, Washington, DC [C1.1]
ERA journal ID: 31260 – Scopus EID: Not tagged
Citation counts: Thomson - 4
DRO entry for this publication

Boo, Yee Ling* and Alahakoon, Damminda* (2008) Mining multi-modal crime patterns at different levels of granularity using hierarchical clustering, in Unknown (ed.), CIMCA 2008 : Proceeding of the 2008 International Conference on Computational Intelligence for Modelling, Control and Automation, December 10-12, 2008, Vienna, Austria, pp. 1268-1273, IEEE, Piscataway, N.J. [E1.1]
DRO entry for this publication

2007 External

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

2006 External

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

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 Damminda Alahakoon

No completions found or audited.

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

DRO to publications collection last synchronised: Saturday 20th September 2014 10:04pm

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

23rd July 2011