Bayesian Parameter Estimation for Latent Markov Random Fields and Social Networks

Journal of Computational and Graphical Statistics ◽

10.1080/10618600.2012.687493 ◽

2012 ◽

Vol 21 (4) ◽

pp. 940-960 ◽

Author(s):

Richard G. Everitt

Keyword(s):

Social Networks ◽

Parameter Estimation ◽

Random Fields ◽

Markov Random Fields ◽

Bayesian Parameter Estimation ◽

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On the relation between Markov random fields and social networks*

Journal of Mathematical Sociology ◽

10.1080/0022250x.1980.9989895 ◽

1980 ◽

Vol 7 (1) ◽

pp. 1-13 ◽

Author(s):

Ross P. Kindermann ◽

J. Laurie Snell

Keyword(s):

Social Networks ◽

Random Fields ◽

Markov Random Fields ◽

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On a parameter estimation method for Gibbs-Markov random fields

IEEE Transactions on Pattern Analysis and Machine Intelligence ◽

10.1109/34.277597 ◽

1994 ◽

Vol 16 (4) ◽

pp. 424-430 ◽

Author(s):

M.I. Gurelli ◽

L. Onural

Keyword(s):

Parameter Estimation ◽

Random Fields ◽

Markov Random Fields ◽

Estimation Method ◽

Parameter Estimation Method ◽

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Model parameter estimation for 2D noncausal Gauss-Markov random fields

Proceedings of 1995 IEEE International Symposium on Information Theory ◽

10.1109/isit.1995.531528 ◽

2002 ◽

Author(s):

R. Cusani ◽

E. Baccarelli ◽

S. Galli

Keyword(s):

Parameter Estimation ◽

Random Fields ◽

Markov Random Fields ◽

Model Parameter ◽

Model Parameter Estimation ◽

Markov Random ◽

Gauss Markov Random Fields

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Parameter Estimation in Hidden Fuzzy Markov Random Fields and Image Segmentation

Graphical Models and Image Processing ◽

10.1006/gmip.1997.0431 ◽

1997 ◽

Vol 59 (4) ◽

pp. 205-220 ◽

Author(s):

Fabien Salzenstein ◽

Wojciech Pieczynski

Keyword(s):

Parameter Estimation ◽

Image Segmentation ◽

Random Fields ◽

Markov Random Fields ◽

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On Mixing in Pairwise Markov Random Fields with Application to Social Networks

Lecture Notes in Computer Science - Algorithms and Models for the Web Graph ◽

10.1007/978-3-319-49787-7_11 ◽

2016 ◽

pp. 127-139

Author(s):

Konstantin Avrachenkov ◽

Lenar Iskhakov ◽

Maksim Mironov

Keyword(s):

Social Networks ◽

Random Fields ◽

Markov Random Fields ◽

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Statistical Inference on Markov Random Fields: Parameter Estimation, Asymptotic Evaluation and Contextual Classification of NMR Multispectral Images

Pattern Recognition ◽

10.5772/7542 ◽

2009 ◽

Author(s):

Alexandre L. M. Levada ◽

Nelson D. A. Mascarenhas ◽

Alberto Tannus

Keyword(s):

Parameter Estimation ◽

Statistical Inference ◽

Random Fields ◽

Markov Random Fields ◽

Multispectral Images ◽

Markov Random ◽

Asymptotic Evaluation

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A Dense Class of Markov Random Fields and Associated Parameter Estimation

Journal of Visual Communication and Image Representation ◽

10.1006/jvci.1997.0357 ◽

1997 ◽

Vol 8 (3) ◽

pp. 299-316 ◽

Author(s):

Xavier Descombes

Keyword(s):

Parameter Estimation ◽

Random Fields ◽

Markov Random Fields ◽

Markov Random ◽

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Revisiting Boltzmann learning: parameter estimation in Markov random fields

1996 IEEE International Conference on Acoustics, Speech, and Signal Processing Conference Proceedings ◽

10.1109/icassp.1996.550606 ◽

2002 ◽

Author(s):

L.K. Hansen ◽

L.N. Andersen ◽

U. Kjems ◽

J. Larsen

Keyword(s):

Parameter Estimation ◽

Random Fields ◽

Markov Random Fields ◽

Markov Random ◽

Learning Parameter

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ML parameter estimation for Markov random fields with applications to Bayesian tomography

IEEE Transactions on Image Processing ◽

10.1109/83.701163 ◽

1998 ◽

Vol 7 (7) ◽

pp. 1029-1044 ◽

Author(s):

S.S. Saquib ◽

C.A. Bouman ◽

K. Sauer

Keyword(s):

Parameter Estimation ◽

Random Fields ◽

Markov Random Fields ◽

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Online parameter estimation in dynamic Markov Random Fields for image sequence analysis

2012 19th IEEE International Conference on Image Processing ◽

10.1109/icip.2012.6466855 ◽

2012 ◽

Author(s):

Vignesh Jagadeesh ◽

B.S Manjunath ◽

James Anderson ◽

Bryan Jones ◽

Robert Marc ◽

...

Keyword(s):

Parameter Estimation ◽

Sequence Analysis ◽

Random Fields ◽

Markov Random Fields ◽

Image Sequence ◽

Image Sequence Analysis ◽

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