Title :
Applications of Nonlinear System Identification in Molecular Biology
Author :
Korenberg, Michael J.
Author_Institution :
Dept. of Electr. & Comput. Eng., Queen´´s Univ., Kingston, Ont.
fDate :
Aug. 30 2006-Sept. 3 2006
Abstract :
Here we show how nonlinear system identification techniques, such as fast orthogonal search (FOS) and the orthogonal search method (OSM), can be used to analyze gene expression profiles and predict the class to which a profile belongs
Keywords :
cellular biophysics; genetics; molecular biophysics; nonlinear systems; OSM; fast orthogonal search; gene expression profile; molecular biology; nonlinear system identification; orthogonal search method; Cities and towns; Electronic mail; Gene expression; Neoplasms; Nonlinear systems; Search methods; Training data; USA Councils; Voting;
Conference_Titel :
Engineering in Medicine and Biology Society, 2006. EMBS '06. 28th Annual International Conference of the IEEE
Conference_Location :
New York, NY
Print_ISBN :
1-4244-0032-5
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2006.259455
