bag-of-words representation for biomedical time series classificaiton

Version 1.0.0.0 (2.57 MB) by Jin
a simple yet effective bag-of-words representation for biomedical time series, such as EEG and ECG.
1.2K Downloads
Updated 7 Sep 2012

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We treats a time series as a text document and extracts local segments from the time series as words. The biomedical time series is then represented as a histogram of codewords, each entry of which is the count of a codeword occurred in the time series.

Cite As

Jin (2024). bag-of-words representation for biomedical time series classificaiton (https://www.mathworks.com/matlabcentral/fileexchange/38050-bag-of-words-representation-for-biomedical-time-series-classificaiton), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2010b
Compatible with any release
Platform Compatibility
Windows macOS Linux
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Version Published Release Notes
1.0.0.0