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Previously, we developed two NMF algorithms named QL1-NMF using quasi-L1 norm for analyzing environmental ELF magnetic field measurements. When the data includes many outliers, the QL1-NMF algorithms returned better results than other BSS algorithms using L1 norm. However, the derivative of cost function in our first algorithm was not based on a monotonically increasing function. This problem decreased...
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