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Volumn 32, Issue 1-2, 2002, Pages 55-66

Maximum a posteriori estimation of coupled hidden Markov models

Author keywords

Biomedical signal analysis; Coupled hidden Markov models; Expectation maximisation; Maximum a posteriori

Indexed keywords

ALGORITHMS; BIOMEDICAL ENGINEERING; COMPUTER SIMULATION; ELECTROENCEPHALOGRAPHY; MARKOV PROCESSES; MATHEMATICAL MODELS; MAXIMUM LIKELIHOOD ESTIMATION; NEURAL NETWORKS; PARAMETER ESTIMATION; PROBABILITY DENSITY FUNCTION; STATE SPACE METHODS; VARIATIONAL TECHNIQUES;

EID: 0036690380     PISSN: 13875485     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1016363317870     Document Type: Article
Times cited : (11)

References (27)
  • 4
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    • Gaussian observation hidden Markov models for EEG analysis
    • Technical Report TR-98-12, Imperial College London
    • (1998)
    • Penny, W.D.1    Roberts, S.J.2
  • 5
    • 0003531950 scopus 로고    scopus 로고
    • Coupled hidden Markov models for modeling interacting processes
    • Technical Report 405, MIT Media Lab Perceptual Computing, June
    • (1997)
    • Brand, M.1
  • 6
    • 0010278071 scopus 로고    scopus 로고
    • A unifying review of linear Gaussian models
    • Computation and Neural Systems, California Institute of Technology
    • (1997)
    • Roweis, S.1    Ghahramani, Z.2
  • 19
    • 0029928495 scopus 로고    scopus 로고
    • Heart-rate variability: Standards of measurement, physiological interpretation and clinical use
    • Task Force of the European Society of Cardiology and the North American Society of Pacing, and Electrophysiology
    • (1996) Circulation , vol.93 , pp. 1043-1065
  • 23
    • 4244200266 scopus 로고
    • Analysis of the human sleep electroencephalogram using a self-organising neural network
    • Ph.D. Thesis, University of Oxford
    • (1991)
    • Roberts, S.J.1
  • 27
    • 0010252201 scopus 로고    scopus 로고
    • Tutorial on variational approximation methods
    • http://www.ai.mit.edu/people/tommi/
    • (2000)
    • Jaakkola, T.S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.