A kernel entropy manifold learning approach for financial data analysis ?
A kernel entropy manifold learning algorithm for financial data (MLFD) MLFD employs the information metric to measure the relationships between two financial data points. MLFD yields reasonable and accurate low-dimensional embedding of the original financial data set. The accuracy of the financial early warning is improved by MLFD.
manifold learning information metric low-dimensional embedding financial analysis