Spectral similarity for analysis of DNA microarray time-series data

Yan, Hong, and Pham, Tuan (2006) Spectral similarity for analysis of DNA microarray time-series data. International Journal of Data Mining and Bioinformatics , 1 (2). pp. 150-161.

[img] PDF (Published Version) - Published Version
Restricted to Repository staff only

View at Publisher Website: http://dx.doi.org/10.1504/IJDMB.2006.010...

Abstract

This paper proposes a new similarity measurement for comparison and analysis of DNA microarray time-series data. In this method, a gene expression time series is decomposed into frequency components and the correlation between the data from a pair of genes is measured in the frequency domain. The method effectively solves the phase delay problem and provides a more accurate metric for microarray time-series classification.

Item ID: 3975
Item Type: Article (Refereed Research - C1)
Keywords: microarray; pattern classification; signal processing
ISSN: 1748-5681
Date Deposited: 02 Dec 2009 23:12
SEO Codes: 92 HEALTH > 9202 Health and Support Services > 920203 Diagnostic Methods @ 34%
92 HEALTH > 9204 Public Health (excl. Specific Population Health) > 920412 Preventive Medicine @ 33%
92 HEALTH > 9201 Clinical Health (Organs, Diseases and Abnormal Conditions) > 920102 Cancer and Related Disorders @ 33%
Citation Count from Web of Science Web of Science 3
Downloads: Total: 1
More Statistics

Actions (Repository Staff Only)

Item Control Page Item Control Page