Abstract :
The following topics are dealt with: metabolite biomarker discovery; metabolic diseases; flux analysis; alternating weighted least squares parameter estimation; biological S-systems; drug therapy; time series gene expression; protein-protein interaction network; basin structure; Boolean networks; long range correlated dynamics; human encoded miRNAs; influenza virus genome; three weighted human gene functional association networks; cell renal cell carcinoma; human tissue specific genes; protein phosphorylation sites; functional tunability; fixed-point blind source extraction algorithm; ECG data analysis; human diseases; diabetes progression; HBV infection models; network kernel SVM; microarray classification; gene sets selection; machine learning framework; metagenomic data; and combinatorial gene regulation networks.
Keywords :
RNA; biochemistry; biological tissues; cellular biophysics; diseases; drug delivery systems; electrocardiography; genetics; genomics; learning (artificial intelligence); least squares approximations; medical computing; microorganisms; molecular biophysics; parameter estimation; proteins; support vector machines; Boolean networks; ECG data analysis; HBV infection models; alternating weighted least squares parameter estimation; basin structure; biological S-systems; cell renal cell carcinoma; combinatorial gene regulation networks; diabetes progression; drug therapy; fixed-point blind source extraction algorithm; flux analysis; functional tunability; gene sets selection; human diseases; human encoded miRNAs; human tissue specific genes; influenza virus genome; long range correlated dynamics; machine learning framework; metabolic diseases; metabolite biomarker discovery; metagenomic data; microarray classification; network kernel SVM; protein phosphorylation sites; protein-protein interaction network; three weighted human gene functional association networks; time series gene expression;
Conference_Titel :
Systems Biology (ISB), 2012 IEEE 6th International Conference on
Conference_Location :
Xi´an
Print_ISBN :
978-1-4673-4396-1
Electronic_ISBN :
978-1-4673-4397-8
DOI :
10.1109/ISB.2012.6314101