Dr Arthur Hsu
EmailResearch Fellow
Biography
After completion of his PhD in Dec 2005, Arthur Hsu has taken up a Post Doctorial Research Fellow position in the Department of Mechanical & Manufacturing Engineering from June 2006.
Research
His research interests are in Clustering and Classification areas of Data Mining. His work has been applied to Bioinformatics, Database, Wireless Sensor Networks and Manufacturing Process Improvement applications.
Curriculum Vitae
Publications
A. Hsu, S. K. Halgamuge. (2003) Enhanced Topology Preservation and Hierarchical Dynamic Self-Organising Maps for Data Visualisation. International Journal of Approximate Reasoning, 23(2-3):259-279.
A. Hsu, S. Tang, S. K. Halgamuge. (2003) An unsupervised hierarchical dynamic self-organizing approach to cancer class discovery and marker gene identification in microarray data. Bioinformatics , 19(16):2131-2140.
S. Asghar, D. Alahakoon, A. Hsu. (2004) Enhancing OLAP functionality using neural networks. Neural, Parallel and Scientific Computations , 12(1):1-20.
R. Koggalage, S. K. Halgamuge, A. Hsu. (2004) Unsupervised class discovery and feature selection using an improved hierarchical dynamic self-organizing map. Neural Information Processing – Letters and Reviews , 3(1):1-10.
S. M. Guru, A. Hsu, S. K. Halgamuge, S. Fernando. (2005) An Extended Growing Self-Organising Map for Selection of Clustering in Sensor Networks. International Journal of Distributed Sensor Networks.