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. 2015 Aug 5;15(8):19047–19068. doi: 10.3390/s150819047
Acronym list:
GMM Gaussian mixture model
EM expectation maximization
E-step expectation step
M-step maximization step
MFA mixture of factor analyzers
MtFA mixture of Student’s t-factor analyzers
D-MFA distributed density estimation algorithm for the MFA
D-MtFA distributed density estimation algorithm for the MtFA
CSS combined sufficient statistics
LSS local sufficient statistics
S-MFA standard EM algorithm for the MFA
S-MtFA standard EM algorithm for the MtFA
NC-MFA non-cooperation MFA
NC-MtFA non-cooperation MtFA
D-GMM distributed density estimation algorithm for the GMM
D-tMM distributed density estimation algorithm for the Student’st-mixture model