DEDICATION ..................................................................................................................... i ACKNOWLEDGEMENTS ................................................................................................ ii TABLE OF CONTENTS ................................................................................................... iii LITERATURE REVIEW ............

Dimensionality Reduction is a common way to solve the problem of ‘curse of dimensions’, especially for image processing. Among all these methods, the linear methods are believed to have better performance in actual databases. This paper proposes a novel unsupervised linear dimensionality reduction method that based on low rank representation which aims at finding the subspace structure of the o...

Data are shown for photolysis spectra of NPE-caged monomethyl phosphate (Figure S1; page 2) and of 2-nitrobenzyl monomethyl phosphate (Figure S2, page 3). Also shown are isotope effect spectra for photolysis of the two isotopomers of 7 to show the an isotopically-sensitive carboxylate group that disappears on the same time scale as the slow phase of CO2 release (Figure S3, page 4). Details of t...