Fast Dual Purpose Algorithm Based on Novel Unified Cost Function
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DOI: 10.1109/access.2018.2808951
Abstract: Principal subspace analysis (PSA) and minor subspace analysis (MSA) are considered two robust instruments in many fields. The dual purpose algorithm is capable of solving the PSA and MSA by simply switching the sign of… read more here.
Keywords: novel unified; purpose algorithm; dual purpose; unified cost ... See more keywords
Novel Dual-Purpose Algorithm for Principal and Minor Component Analysis
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.2973352
Abstract: A dual-purpose algorithm is capable of estimating the principal component and minor component from input signals by simply switching the sign of some terms in the same learning rule. Compared with single-purpose algorithms, a dual-purpose… read more here.
Keywords: minor component; purpose algorithm; purpose; dual purpose ... See more keywords