Physics, Data Science, Least Squares, Chemometrics, Spectroscopy.
clean the spectra before applying any similarity metric [2,7]. These steps include cropping and interpolation of the spectra, spikes removal (see my previous post), baseline subtraction, smoothing, and spectra normalization, which are specially important when dealing with weak signal (e.g. Raman