Spectral analysis of protein sequences
Pham, Tuan D. (2006) Spectral analysis of protein sequences. In: Proceedings of ICMLC 2005 International Conference on Machines and Cybernetics (3930), pp. 595-604. From: ICMLC 2005 International Conference on Machines and Cybernetics, 18-21 August 2005, Guangzhou, China.
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Analysis of protein sequences can avoid many problems inherently existing in the study of nucleotide sequences given the knowledge that DNA sequences contain all the information for regulating protein expression. This paper presents a spectral approach for calculating the similarity of protein sequences, which can be useful for the inferences of protein functions. The proposed method is based on the mathematical concepts of linear predictive coding and cepstral distortion measure. We show that this spectral approach can reveal non-trivial results from an experimental study of a set of functionally related and functionally non-related protein sequences, and has advantages over some existing approaches.
|Item Type:||Conference Item (Refereed Research Paper - E1)|
|Keywords:||protein comparison; signal processing|
|Date Deposited:||19 Nov 2009 05:29|
|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||