Mixture density estimation with group membership functions

Pattern Recognition Letters

Volumn 23, Issue 5, 2002, Pages 501-512

  Yang, Xiangyu ^a,b   Liu, Jun ^a  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

^b NONE   (United States)

Author keywords

Density estimation; Em algorithm; Fuzzy clustering; Mixture density models; Model selection

Indexed keywords

ALGORITHMS; DENSITY (OPTICAL); ESTIMATION; MIXTURES;

MIXTURE DENSITY MODEL;

PATTERN RECOGNITION;

PATTERN RECOGNITION;

EID: 0036501404     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0167-8655(01)00131-3     Document Type: Article

References (12)

1. Maximum-likelihood from incomplete data via the EM algorithm
2. Philatelic mixture and multimodal densities
3. Generalization of the EM algorithm for mixture density estimation
4. Mixture densities, maximum likelihood and the EM algorithm
5. Estimating dimension of a model
6. Mixture density estimation via EM algorithm with deterministic annealing
7. Split and merge EM algorithm for improving Gaussian mixture density estimates
8. Estimation and inference by compact coding
9. Information ratios for validating mixture analysis