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. Attached Files Name Description MIMEType Size Downloads wang-biomedicaltime-2013A.pdf Connect to thesis application/pdf 4.02MB 915 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, Mary orcid.org/0000-0001-8191-0820 Kouzani, Abbass orcid.org/0000-0002-6292-1214 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 ©The author Free to Read? Yes Persistent URL http://hdl.handle.net/10536/DRO/DU:30062983 Document type: Thesis Collections: Higher degree theses (Open Access) Open Access Collection   Unless expressly stated otherwise, the copyright for items in DRO is owned by the author, with all rights reserved. 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. Versions Version Filter Type Wed, 07 May 2014, 15:11:41 EST Wed, 07 May 2014, 15:18:29 EST Thu, 08 May 2014, 08:30:49 EST Thu, 08 May 2014, 08:34:48 EST Tue, 27 May 2014, 15:59:24 EST Tue, 27 May 2014, 16:01:39 EST Fri, 06 Jun 2014, 15:52:54 EST Wed, 06 Dec 2017, 06:06:17 EST Mon, 13 Aug 2018, 12:56:18 EST Fri, 07 Sep 2018, 19:16:05 EST Filtered Full Citation counts:   Cited 0 times in TR Web of Science Cited 0 times in Scopus Search Google Scholar Access Statistics: 289 Abstract Views, 919 File Downloads  -  Detailed Statistics Created: Wed, 07 May 2014, 15:11:39 EST by Ana Esposo