CNF 30th Anniversary (2007) Invited Speaker, "Utilizing Surface Enzyme Chemistry, Plasmons, and Nanoparticles for Ultrasensitive Biosensing" with Robert Corn

Principal components analysis (PCA) is a well-known technique for approximating a data set represented by a matrix by a low rank matrix. Here, we extend the idea of PCA to handle arbitrary data sets…