Bayesian classification for data from the same unknown class

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics

Volumn 32, Issue 2, 2002, Pages 137-145

  Huang, Hung Ju ^b   Hsu, Chun Nan ^a,c  

^a IEEE   (Taiwan)

^b NATIONAL CHIAO TUNG UNIVERSITY   (Taiwan)

^c INSTITUTE OF INFORMATION SCIENCE   (Taiwan)

Author keywords

Classification; Machine learning; Naive Bayes classifier; Speaker recognition

Indexed keywords

BAYESIAN CLASSIFICATION; GAUSSIAN MIXTURE MODEL; HOMOLOGOUS NAIVE BAYES; NAIVE BAYES CLASSIFIER; SPEAKER RECOGNITION; VOTING METHOD;

GAUSSIAN NOISE (ELECTRONIC); LEARNING ALGORITHMS; LEARNING SYSTEMS; MATHEMATICAL MODELS;

PATTERN RECOGNITION;

EID: 0036532518     PISSN: 10834419     EISSN: None     Source Type: Journal    
DOI: 10.1109/3477.990870     Document Type: Article

References (22)

1. Bayesian network classifiers
2. On the optimality of the simple Bayesian classifier under zero-one loss
3. Estimating continuous distributions in Bayesian classifiers
4. On estimating probabilities in tree pruning
5. Multi-interval discretization of continuous valued attributes for classification learning
6. Supervised and unsupervised discretization of continuous features
7. Why discretization works for naive Bayesian classifiers
8. Cross-validatory choice and assessment of statistical preditions
9. Text-independent speaker identification
10. Robust text-independent speaker identification using Gaussian mixture speaker models
11. Comparison of hidden Markov model techniques for automatic speaker verification in real-world conditions
12. NIST speaker recognition evaluation
13. Maximum likelihood from incomplete data via the em algorithm