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

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thesis
posted on 2013-11-01, 00:00 authored by J Wang
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.

History

Pagination

xviii, 159 pages : diagrams, graphs, tables, some coloured

Open access

  • Yes

Material type

thesis

Resource type

thesis

Language

eng

Degree type

Research doctorate

Degree name

Ph.D.

Copyright notice

The author

Editor/Contributor(s)

M She, S Nahavandi, A Kouzani

Faculty

GTP Research

School

Institute for Frontier Materials