Open Access. Powered by Scholars. Published by Universities.®
Articles 61 - 62 of 62
Full-Text Articles in Engineering
Use Of Gene Expression Profiling And Machine Learning To Understand And Predict Primary Graft Dysfunction, Monika Ray, Sekhar Dharmarajan, Johannes Freudenberg, Weixiong Zhang, Alexander G. Patterson
Use Of Gene Expression Profiling And Machine Learning To Understand And Predict Primary Graft Dysfunction, Monika Ray, Sekhar Dharmarajan, Johannes Freudenberg, Weixiong Zhang, Alexander G. Patterson
All Computer Science and Engineering Research
No abstract provided.
Manifold Learning For Natural Image Sets, Doctoral Dissertation August 2006, Richard Souvenir
Manifold Learning For Natural Image Sets, Doctoral Dissertation August 2006, Richard Souvenir
All Computer Science and Engineering Research
The field of manifold learning provides powerful tools for parameterizing high-dimensional data points with a small number of parameters when this data lies on or near some manifold. Images can be thought of as points in some high-dimensional image space where each coordinate represents the intensity value of a single pixel. These manifold learning techniques have been successfully applied to simple image sets, such as handwriting data and a statue in a tightly controlled environment. However, they fail in the case of natural image sets, even those that only vary due to a single degree of freedom, such as a …