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Biomedical time series analysis based on bag-of-words model

Wang, Jin 2013, Biomedical time series analysis based on bag-of-words model, Ph.D. thesis, Institute for Frontier Materials, Deakin University.

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Title Biomedical time series analysis based on bag-of-words model
Author Wang, Jin
Institution Deakin University
School Institute for Frontier Materials
Faculty GTP Research
Degree type Research doctorate
Degree name Ph.D.
Thesis advisor She, MaryORCID iD for She, Mary orcid.org/0000-0001-8191-0820
Kouzani, AbbassORCID iD for Kouzani, Abbass orcid.org/0000-0002-6292-1214
Nahavandi, SaeidORCID iD for Nahavandi, Saeid orcid.org/0000-0002-0360-5270
Date submitted 2013-11
Keyword(s) Biomedical time series classification
Biomedical time series clustering
Bag-of-Words (BoW)
Biomedical data management
Disease diagnosis
Disease prognosis
Summary This research proposes a number of new methods for biomedical time series classification and clustering based on a novel Bag-of-Words (BoW) representation. It is anticipated that the objective and automatic biomedical time series clustering and classification technologies developed in this work will potentially benefit a wide range of applications, such as biomedical data management, archiving, retrieving, and disease diagnosis and prognosis in the future.
Language eng
Field of Research 080106 Image Processing
Socio Economic Objective 861699 Computer Hardware and Electronic Equipment not elsewhere classified
Description of original xviii, 159 pages : diagrams, graphs, tables, some coloured
Copyright notice ┬ęThe author
Free to Read? Yes
Persistent URL http://hdl.handle.net/10536/DRO/DU:30062983

Document type: Thesis
Collections: Higher degree theses (Open Access)
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Every reasonable effort has been made to ensure that permission has been obtained for items included in DRO. If you believe that your rights have been infringed by this repository, please contact drosupport@deakin.edu.au.