Skills:
Development of computational and statistical models that can discover patterns in multidimensional data. The theoretical background of this research lies in the theory of statistical signal processing, information theory, computational modeling and data mining. Biomedical multivariate data modeling and the construction of related user-friendly software tools. The development of statistical models for multivariate data has include correlation analysis, covariance estimation, data fusion, cluster analysis, support vector machines, network perturbation analysis, stability analysis and development of tools.<br/><br/>Software skills<br/>OS: Linux, OS X, Windows<br/>Programming recent: Shell, PERL, PHP, JavsScript, R, MatLab, Python<br/>Programming experience: AWK, C, C#, dBase, Fortran, Java, ksh, LABVIEW, MASM, Octave, Pascal, Visual Basic<br/>DBMS (recent): Oracle, MySQL, MSSQL<br/>DBMS(experience) dBase, MS Access, MSSQL<br/>Tools: APEX, PhotoShop