Title :
Finding characteristic bands from protein sequences using wavelet packet transform and energy map
Author :
Fang, Qiang ; Cosic, Irena
Author_Institution :
BioElectron. Group, Monash Univ., Clayton, Vic., Australia
Abstract :
The relationship between protein´s amino acid sequence and its biological function remains an unsolved question in molecular biology. Using wavelet packet transform and the Resonant Recognition Model, it is possible to extract features characterising the electromagnetic properties of protein molecules. These features may improve the understanding of protein´s structure and function relationship
Keywords :
biological techniques; feature extraction; molecular biophysics; proteins; wavelet transforms; biological function; characteristic bands finding; energy map; linear macromolecules; protein sequences; protein structure; resonant recognition model; wavelet packet transform; Amino acids; Biological system modeling; Character recognition; Electromagnetic modeling; Feature extraction; Proteins; Resonance; Sequences; Wavelet packets; Wavelet transforms;
Conference_Titel :
Bioelectromagnetism, 1998. Proceedings of the 2nd International Conference on
Conference_Location :
Melbourne, Vic.
Print_ISBN :
0-7803-3867-7
DOI :
10.1109/ICBEM.1998.666383
