Sentence:  A <WSD>deconfusion</WSD> analysis of the deep Spitzer photometry available suggests that these galaxies exhibit strong rest-frame optical nebular emission lines (EW_0(H_beta + [OIII]) > 600A). 
Meaning of the word marked with <WSD> tags:  A statistical technique, similar to independent component analysis, for separating correlated data.