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DR ARTHUR HSU



Contact Details

Organization: Mechanical Engineering
Position: Honorary (Fellow)
Email:
Homepage: http://www.mame.mu.oz.au/people/staff/arthur_hsu.html
Work: 83446674
Building: Mechanical Engineering
Campus: Parkville

Qualifications, Honours, Fellowships and Other Awards

Qualifications

Title Institution Date Awarded Abbreviation
Bachelor of Engineering University of Melbourne 30-Nov-1998
Bachelor of Arts University of Melbourne 30-Nov-1998
PhD in Engineering University of Melbourne 30-Apr-2006

Government Research Classifications

Research Fields, Courses and Discipline Classifications

Socio-Economic Objective Classifications

Publications

Publications produced at the University of Melbourne and reported in the Annual Publications Collection and 'Research Report' since 2001. The Themis Publications module, released in November 2006, allows additional publications from previous institutions and publications from past years to be entered.

Publications in 2008

Journal Articles

  • Binning sequences using very sparse labels within a metagenome
    Year: 2008
    Journal: BMC Bioinformatics
    Volume: 9
    Issue: Article 215
    Page numbers: 1-17
    Author(s):
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  • Class structure visualization with semi-supervised growing self-organizing maps
    Year: 2008
    Journal: Neurocomputing
    Volume: 71
    Issue: 16-18
    Page numbers: 3124-3130
    Author(s):
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  • Using Growing Self-Organising Maps to Improve the Binning Process in Environmental Whole-Genome Shotgun Sequencing
    Year: 2008
    Journal: Journal of Biomedicine and Biotechnology
    Volume: 2008
    Issue: Article 513701
    Page numbers: 1-10
    Author(s):
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Publications in 2007

Conference Publications/Papers

  • A method for evaluating quality of clustering DNA fragments encoded in different nucleotide frequencies
    Year: 2007
    Event name: Frontiers in the Convergence of Bioscience and Information Technologies (FBIT 2007)
    Conference Publication: Proceedings of the FBIT 2007 International Conference
    Page numbers: 60-63
    Publisher: IEEE Computer Society(Los Alamitos)
    Author(s):
  • Combining news and technical indicators in daily stock price trends prediction
    Year: 2007
    Event name: 4th International Symposium on Neural Networks (ISNN 2007)
    Conference Publication: Advances in Neural Networks - ISNN 2007 (Lecture Notes in Computer Science)
    Volume: 4493
    Issue: III
    Page numbers: 1087-1096
    Publisher: Springer-Verlag Heidelberg(Berlin)
    Author(s):

Publications in 2006

Conference Publications/Papers

  • Scalable Dynamic Self-Organising Maps for Mining Massive Textural Data


    Year: 2006
    Event name: 13th International Conference on Neural Information Processing
    Conference Publication: Lecture Notes in Computer Science
    Volume: 4234
    Page numbers: 260-267
    Publisher: Springer(Berlin)
    Author(s):
    Editor(s):
  • Manufacturing Yield improvement by Clustering
    Year: 2006
    Event name: International Conference on Neural Information Processing (ICONIP� 06)
    Conference Publication: Lecture Notes in Computer Science
    Volume: 4234
    Page numbers: 526-534
    Publisher: Springer(Berlin)
    Author(s):
    Editor(s):
  • Semi-supervised learning of dynamic self-organising maps
    Year: 2006
    Event name: 13th International Conference on Neural Information Processing
    Conference Publication: Lecture Notes in Computer Science
    Volume: 4232
    Page numbers: 915-924
    Publisher: Springer(Berlin)
    Author(s):
    Editor(s):

Publications in 2005

Journal Articles

  • An extended growing self-organizing map for selection of clusters in sensor networks
    Year: 2005
    Journal: International Journal of Distributed Sensor Networks
    Volume: 1
    Issue: 2
    Page numbers: 227-243
    Publisher: Taylor & Francis Ltd(Philadelphia)
    Author(s):
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Conference Publications/Papers

  • Detection of faulty semiconductor wafers using dynamic growing self organizing map
    Year: 2005
    Event name: IEEE Tencon 2005
    Conference Publication: Tencon 2005-2005 IEEE Region 10
    Page numbers: 1-6
    Publisher: Swinburne Press(Melbourne)
    Author(s):

Publications in 2004

Journal Articles

  • Unsupervised class discovery and feature selection using an improved hierarchical dynamic self-organizing map
    Year: 2004
    Journal: Neural Information Processing - Letters and Reviews
    Volume: 3
    Issue: 1
    Page numbers: 1-10
    Publisher: KAIST Press
    Author(s):
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Conference Publications/Papers

  • Clustering sensor networks using growing self-organising map
    Year: 2004
    Event name: The 2004 Intelligent Sensors, Sensor Networks & Information Processing Conference
    Conference Publication: Proceedings of the 2004 Intelligent Sensors, Sensor Networks & Information Processing Conference
    Volume: 1
    Page numbers: 91-96
    Publisher: IEEE Press(Melbourne)
    Author(s):

Publications in 2003

Journal Articles

  • An unsupervised hierarchical dynamic self-organising approach to class discovery and marker gene identification in microarray data
    Year: 2003
    Journal: Bioinformatics
    Volume: 19
    Issue: 16
    Page numbers: 2131-2140
    Publisher: Oxford University Press
    Author(s):
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  • An unsupervised hierarchical dynamic self-organizing approach to cancer class discovery and marker gene identification in microarray data
    Year: 2003
    Journal: Bioinformatics
    Volume: 19
    Issue: 16
    Page numbers: 2131-2140
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  • Enhancement of topology preservation and hierarchical dynamic self-organising maps for data visualisation
    Year: 2003
    Journal: International Journal of Approximate Reasoning
    Volume: 32
    Issue: 2-3
    Page numbers: 259-279
    Publisher: Elsevier Science(New York)
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Publications in 2002

Conference Publications/Papers

  • A modified dynamic self-organizing map algorithm for efficient hardware implementation
    Year: 2002
    Event name: 1-st International Conference on Fuzzy Systems and Knowledge Discovery
    Conference Publication: Proceedings of the 1-st International Conference on Fuzzy Systems and Knowledge Discovery
    Volume: 2
    Page numbers: 646-650
    Publisher: Nanyang Technological University
    Author(s):

Publications in 2001

Conference Publications/Papers

  • Enhanced topology preservation of dynamic self-organising maps for data visualization
    Year: 2001
    Event name: Joint 9-th IFSA World Congress and 20-th NAFIPS International Conference
    Conference Publication: Proceedings Joint 9-th IFSA World Congress and 20-th NAFIPS International Conference
    Page numbers: 1786-1791
    Publisher: IEEE Press(New Jersey)
    Author(s):
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