-
1
-
-
22044435106
-
A numerical evaluation of several stochastic algorithms on selected continuous global optimization test problems
-
DOI 10.1007/s10898-004-9972-2
-
M. M. Ali, C. Khompatraporn, and Z. B. Zabinsky, "A numerical evaluation of several stochastic algorithms on selected continuous global optimization test problems," Journal of Global Optimization, vol. 31, no. 4, pp. 635-672, April 2005. (Pubitemid 40963404)
-
(2005)
Journal of Global Optimization
, vol.31
, Issue.4
, pp. 635-672
-
-
Ali, M.M.1
Khompatraporn, C.2
Zabinsky, Z.B.3
-
2
-
-
0002759539
-
Unsupervised learning of multiple motifs in biopolymers using expectation maximization
-
T. L. Bailey and C. Elkan, "Unsupervised learning of multiple motifs in biopolymers using expectation maximization," Machine Learning, vol. 21, pp. 51-80, 1995.
-
(1995)
Machine Learning
, vol.21
, pp. 51-80
-
-
Bailey, T.L.1
Elkan, C.2
-
3
-
-
23744473964
-
On the optimality of conditional expectation as a Bregman predictor
-
DOI 10.1109/TIT.2005.850145
-
A. Banerjee, X. Guo, and H. Wang, "On the optimality of conditional expectation as a Bregman predictor," IEEE Transactions on Information Theory, vol. 51, no. 7, pp. 2664-2669, July 2005. (Pubitemid 41136414)
-
(2005)
IEEE Transactions on Information Theory
, vol.51
, Issue.7
, pp. 2664-2669
-
-
Banerjee, A.1
Guo, X.2
Wang, H.3
-
4
-
-
0000353178
-
A maximization technique occurring in the statistical analysis of probabilistic functions of Markov chains
-
February
-
L. E. Baum, T. Petrie, G. Soules, and N. Weiss, "A maximization technique occurring in the statistical analysis of probabilistic functions of Markov chains," The Annals of Mathematical Statistics, vol. 41, no. 1, pp. 164-171, February 1970.
-
(1970)
The Annals of Mathematical Statistics
, vol.41
, Issue.1
, pp. 164-171
-
-
Baum, L.E.1
Petrie, T.2
Soules, G.3
Weiss, N.4
-
6
-
-
0002558783
-
On the convergence of the em algorithm
-
R. A. Boyles, "On the convergence of the EM algorithm," Journal of the Royal Statistical Society, Series B (Methodological), vol. 45, no. 1, pp. 47-50, 1983.
-
(1983)
Journal of the Royal Statistical Society, Series B (Methodological)
, vol.45
, Issue.1
, pp. 47-50
-
-
Boyles, R.A.1
-
7
-
-
0017826298
-
Asymptotic behaviour of classification maximum likelihood estimates
-
P. Bryant and J. A. Williamson, "Asymptotic behavior of classification maximum likelihood estimates," Biometrika, vol. 65, no. 2, pp. 273-281, 1978. (Pubitemid 8379488)
-
(1978)
Biometrika
, vol.65
, Issue.2
, pp. 273-281
-
-
Bryant, P.1
Williamson, J.A.2
-
8
-
-
0002241694
-
The SEM algorithm: A probabilistic teacher algorithm derived from the em algorithm for the mixture problem
-
G. Celeux and J. Diebolt, "The SEM algorithm: a probabilistic teacher algorithm derived from the EM algorithm for the mixture problem," Computational Statistics Quaterly, vol. 2, pp. 73-82, 1985.
-
(1985)
Computational Statistics Quaterly
, vol.2
, pp. 73-82
-
-
Celeux, G.1
Diebolt, J.2
-
9
-
-
0001626339
-
A classification em algorithm for clustering and two stochastic versions
-
G. Celeux and G. Govaert, "A classification EM algorithm for clustering and two stochastic versions," Computational Statistics Data Analysis, vol. 14, pp. 315-332, 1992.
-
(1992)
Computational Statistics Data Analysis
, vol.14
, pp. 315-332
-
-
Celeux, G.1
Govaert, G.2
-
11
-
-
0002629270
-
Maximum likelihood from incomplete data via the em algorithm
-
A. P. Dempster, N. M. Laird, and D. B. Rubin, "Maximum likelihood from incomplete data via the EM algorithm," Journal ofthe Royal Statistical Society, Series B (Methodological), vol. 39, no. 1, pp. 1-38, 1977.
-
(1977)
Journal Ofthe Royal Statistical Society, Series B (Methodological)
, vol.39
, Issue.1
, pp. 1-38
-
-
Dempster, A.P.1
Laird, N.M.2
Rubin, D.B.3
-
12
-
-
0023997320
-
PARAMETER ESTIMATION OF SUPERIMPOSED SIGNALS USING THE EM ALGORITHM.
-
DOI 10.1109/29.1552
-
M. Feder and E. Weinstein, "Parameter estimation of superimposed signals using the EM algorithm," IEEE Transactions on Acoustics, Speech and Signal Processing, vol. 36, no. 4, pp. 477-489, April 1988. (Pubitemid 18638688)
-
(1988)
IEEE Transactions on Acoustics, Speech, and Signal Processing
, vol.36
, Issue.4
, pp. 477-489
-
-
Feder Meir1
Weinstein Ehud2
-
14
-
-
79955075346
-
-
Department of Electrical Engineering, University of Washignton, UWEETR-2010-0006
-
B. A. Frigyik, A. Kapila, and M. R. Gupta, "Introduction to the Dirichlet distribution and related processes," Department of Electrical Engineering, University of Washignton, UWEETR-2010-0006, 2010.
-
(2010)
Introduction to the Dirichlet Distribution and Related Processes
-
-
Frigyik, B.A.1
Kapila, A.2
Gupta, M.R.3
-
15
-
-
55349120149
-
Functional Bregman divergence and Bayesian estimation of distributions
-
November
-
B. A. Frigyik, S. Srivastava, and M. R. Gupta, "Functional Bregman divergence and Bayesian estimation of distributions," IEEE Transactions on Information Theory, vol. 54, no. 11, pp. 5130-5139, November 2008.
-
(2008)
IEEE Transactions on Information Theory
, vol.54
, Issue.11
, pp. 5130-5139
-
-
Frigyik, B.A.1
Srivastava, S.2
Gupta, M.R.3
-
16
-
-
70349227947
-
The application of hidden Markov models in speech recognition
-
M. Gales and S. Young, "The application of hidden Markov models in speech recognition," Foundations and Trends in Signal Processing, vol. 1, no. 3, pp. 195-304, 2008.
-
(2008)
Foundations and Trends in Signal Processing
, vol.1
, Issue.3
, pp. 195-304
-
-
Gales, M.1
Young, S.2
-
18
-
-
84923996598
-
-
Cambridge, UK: Cambridge University Press
-
A. Goldsmith, Wireless Communications. Cambridge, UK: Cambridge University Press, 2005.
-
(2005)
Wireless Communications
-
-
Goldsmith, A.1
-
19
-
-
0028405348
-
On a parameter estimation method for Gibbs-Markov random fields
-
April
-
M. I. Gurelli and L. Onural, "On a parameter estimation method for Gibbs-Markov random fields," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 16, no. 4, pp. 424-430, April 1994.
-
(1994)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.16
, Issue.4
, pp. 424-430
-
-
Gurelli, M.I.1
Onural, L.2
-
20
-
-
0000996386
-
Maximum likelihood estimation from incomplete data
-
June
-
H. O. Hartley, "Maximum likelihood estimation from incomplete data," Biometrics, vol. 14, no. 2, pp. 174-194, June 1958.
-
(1958)
Biometrics
, vol.14
, Issue.2
, pp. 174-194
-
-
Hartley, H.O.1
-
21
-
-
0003684449
-
-
New York, NY: Springer, 2nd Edition
-
T. Hastie, R. Tibshirani, and J. Friedman, The Elements ofStatistical Learning: Data Mining, Inference, and Prediction. New York, NY: Springer, 2nd Edition, 2009.
-
(2009)
The Elements OfStatistical Learning: Data Mining, Inference, and Prediction
-
-
Hastie, T.1
Tibshirani, R.2
Friedman, J.3
-
22
-
-
13844296408
-
Cognitive radio: Brain-empowered wireless communications
-
DOI 10.1109/JSAC.2004.839380
-
S. Haykin, "Cognitive radio: Brain-empowered wireless communications," IEEE Journal on Selected Areas in Communications, vol. 23, no. 2, pp. 201-220, February 2005. (Pubitemid 40245487)
-
(2005)
IEEE Journal on Selected Areas in Communications
, vol.23
, Issue.2
, pp. 201-220
-
-
Haykin, S.1
-
23
-
-
34547285644
-
A multiresolutional estimated gradient architecture for global optimization
-
1688689, 2006 IEEE Congress on Evolutionary Computation, CEC 2006
-
M. Hazen and M. R. Gupta, "A multiresolutional estimated gradient architecture for global optimization," in Proceedings of the IEEE Congress on Evolutionary Computation, pp. 3013-3020, 2006. (Pubitemid 47130878)
-
(2006)
2006 IEEE Congress on Evolutionary Computation, CEC 2006
, pp. 3013-3020
-
-
Hazen, M.1
Gupta, M.R.2
-
25
-
-
0024681039
-
A generalized em algorithm for 3-D Bayesian reconstruction from Poisson data using Gibbs priors
-
June
-
T. Hebert and R. Leahy, "A generalized EM algorithm for 3-D Bayesian reconstruction from Poisson data using Gibbs priors," IEEE Transactions on Medical Imaging, vol. 8, no. 2, pp. 194-202, June 1989.
-
(1989)
IEEE Transactions on Medical Imaging
, vol.8
, Issue.2
, pp. 194-202
-
-
Hebert, T.1
Leahy, R.2
-
26
-
-
0029357266
-
Expectation-maximization algorithms, null spaces, and MAP image restoration
-
August
-
T. J. Hebert and K. Lu, "Expectation-maximization algorithms, null spaces, and MAP image restoration," IEEE Transactions on Image Processing, vol. 4, no. 8, pp. 1084-1095, August 1995.
-
(1995)
IEEE Transactions on Image Processing
, vol.4
, Issue.8
, pp. 1084-1095
-
-
Hebert, T.J.1
Lu, K.2
-
27
-
-
0009568899
-
Acceleration of the EM algorithm by using quasi-Newton methods
-
M. Jamshidian and R. I. Jennrich, "Acceleration of the EM algorithm by using quasi-Newton methods," Journal of the Royal Statistical Society, Series B (Methodological), vol. 59, no. 3, pp. 569-587, 1997. (Pubitemid 127686968)
-
(1997)
Journal of the Royal Statistical Society. Series B: Statistical Methodology
, vol.59
, Issue.3
, pp. 569-587
-
-
Jamshidian, M.1
Jennrich, R.I.2
-
28
-
-
0035577808
-
A Taxonomy of Global Optimization Methods Based on Response Surfaces
-
DOI 10.1023/A:1012771025575
-
D. R. Jones, "A taxonomy of global optimization methods based on response surfaces," Journal ofGlobal Optimization, vol. 21, no. 4, pp. 345-383, December 2001. (Pubitemid 33672374)
-
(2001)
Journal of Global Optimization
, vol.21
, Issue.4
, pp. 345-383
-
-
Jones, D.R.1
-
29
-
-
0025587714
-
Convergence of em image reconstruction algorithms with Gibbs smoothing
-
December
-
K. Lange, "Convergence of EM image reconstruction algorithms with Gibbs smoothing," IEEE Transactions on Medical Imaging, vol. 9, no. 4, pp. 439-446, December 1990.
-
(1990)
IEEE Transactions on Medical Imaging
, vol.9
, Issue.4
, pp. 439-446
-
-
Lange, K.1
-
30
-
-
0000808747
-
A gradient algorithm locally equivalent to the em algorithm
-
K. Lange, "A gradient algorithm locally equivalent to the EM algorithm," Journal of the Royal Statistical Society, Series B (Methodological), vol. 57, no. 2, pp. 425-437, 1995.
-
(1995)
Journal of the Royal Statistical Society, Series B (Methodological)
, vol.57
, Issue.2
, pp. 425-437
-
-
Lange, K.1
-
32
-
-
0020102027
-
Least squares quantization in PCM
-
First published in 1957 as a Bell Labs technical note
-
S. P. Lloyd, "Least squares quantization in PCM," IEEE Transactions on Information Theory, vol. 28, no. 2, pp. 129-137, First published in 1957 as a Bell Labs technical note, 1982.
-
(1982)
IEEE Transactions on Information Theory
, vol.28
, Issue.2
, pp. 129-137
-
-
Lloyd, S.P.1
-
33
-
-
0001050714
-
An iterative technique for the rectification of observed distributions
-
June
-
L. B. Lucy, "An iterative technique for the rectification of observed distributions," Astronomical Journal, vol. 79, no. 6, pp. 745-754, June 1974.
-
(1974)
Astronomical Journal
, vol.79
, Issue.6
, pp. 745-754
-
-
Lucy, L.B.1
-
38
-
-
3142781923
-
The fully informed particle swarm: Simpler, maybe better
-
June
-
R. Mendes, J. Kennedy, and J. Neves, "The fully informed particle swarm: simpler, maybe better," IEEE Transactions on Evolutionary Computation, vol. 8, no. 3, pp. 204-210, June 2004.
-
(2004)
IEEE Transactions on Evolutionary Computation
, vol.8
, Issue.3
, pp. 204-210
-
-
Mendes, R.1
Kennedy, J.2
Neves, J.3
-
39
-
-
38149148314
-
On the global and componentwise rates of convergence of the em algorithm
-
March
-
X.-L. Meng and D. B. Rubin, "On the global and componentwise rates of convergence of the EM algorithm," Linear Algebra and its Applications, vol. 199, pp. 413-425, March 1994.
-
(1994)
Linear Algebra and Its Applications
, vol.199
, pp. 413-425
-
-
Meng, X.-L.1
Rubin, D.B.2
-
40
-
-
18244387717
-
The EM algorithm - An old folk-song sung to a fast new tune
-
X.-L. Meng and D. A. van Dyk, "The EM algorithm - an old folk-song sung to a fast new tune," Journal ofthe Royal Statistical Society, Series B (Methodological), vol. 59, no. 3, pp. 511-567, 1997. (Pubitemid 127686967)
-
(1997)
Journal of the Royal Statistical Society. Series B: Statistical Methodology
, vol.59
, Issue.3
, pp. 511-567
-
-
Meng, X.-L.1
Van Dyk, D.2
-
41
-
-
0002788893
-
A view of the em algorithm that justifies incremental, sparse, and other variants
-
(M. I. Jordan, ed.), MIT Press, November
-
R. M. Neal and G. E. Hinton, "A view of the EM algorithm that justifies incremental, sparse, and other variants," in Learning in Graphical Models, (M. I. Jordan, ed.), MIT Press, November 1998.
-
(1998)
Learning in Graphical Models
-
-
Neal, R.M.1
Hinton, G.E.2
-
42
-
-
44049083235
-
An EM technique for multiple transmitter localization
-
DOI 10.1109/CISS.2007.4298380, 4298380, Forty-first Annual Conference on Information Sciences and Systems, CISS 2007 - Proceedings
-
J. K. Nelson and M. R. Gupta, "An EM technique for multiple transmitter localization," in Proceedings of the 41st Annual Conference on Information Sciences and Systems, pp. 610-615, 2007. (Pubitemid 351710489)
-
(2007)
Forty-first Annual Conference on Information Sciences and Systems, CISS 2007 - Proceedings
, pp. 610-615
-
-
Nelson, J.K.1
Gupta, M.R.2
-
43
-
-
64249099611
-
A quasi em method for estimating multiple transmitter locations
-
May
-
J. K. Nelson, M. R. Gupta, J. Almodovar, and W. H. Mortensen, "A quasi EM method for estimating multiple transmitter locations," IEEE Signal Processing Letters, vol. 16, no. 5, pp. 354-357, May 2009.
-
(2009)
IEEE Signal Processing Letters
, vol.16
, Issue.5
, pp. 354-357
-
-
Nelson, J.K.1
Gupta, M.R.2
Almodovar, J.3
Mortensen, W.H.4
-
44
-
-
0001371071
-
A generalized theory of the combination of observations so as to obtain the best result
-
August
-
S. Newcomb, "A generalized theory of the combination of observations so as to obtain the best result," American Journal of Mathematics, vol. 8, no. 4, pp. 343-366, August 1886.
-
(1886)
American Journal of Mathematics
, vol.8
, Issue.4
, pp. 343-366
-
-
Newcomb, S.1
-
49
-
-
0024610919
-
A tutorial on hidden Markov models and selected applications in speech recognition
-
February
-
L. R. Rabiner, "A tutorial on hidden Markov models and selected applications in speech recognition," Proceedings of the IEEE, vol. 77, no. 2, pp. 257-286, February 1989.
-
(1989)
Proceedings of the IEEE
, vol.77
, Issue.2
, pp. 257-286
-
-
Rabiner, L.R.1
-
50
-
-
0021404166
-
Mixture densities, maximum likelihood and the em algorithm
-
April
-
R. A. Redner and H. F. Walker, "Mixture densities, maximum likelihood and the EM algorithm," SIAM Review, vol. 26, no. 2, pp. 195-239, April 1984.
-
(1984)
SIAM Review
, vol.26
, Issue.2
, pp. 195-239
-
-
Redner, R.A.1
Walker, H.F.2
-
51
-
-
0002594849
-
Bayesian-based iterative method of image restoration
-
W. H. Richardson, "Bayesian-based iterative method of image restoration," Journal of Optical Society ofAmerica, vol. 62, no. 1, pp. 55-59, 1972.
-
(1972)
Journal of Optical Society of America
, vol.62
, Issue.1
, pp. 55-59
-
-
Richardson, W.H.1
-
53
-
-
77952150842
-
-
Unpublished (ftp://itp.cea.ir/pub/dsv/madic/publis/Roche-em.pdf)
-
A. Roche, "EM algorithm and variants: An informal tutorial," Unpublished (available online at ftp://itp.cea.ir/pub/dsv/madic/publis/Roche-em. pdf), 2003.
-
(2003)
EM algorithm and variants: An informal tutorial
-
-
Roche, A.1
-
54
-
-
0141484919
-
Maximum Likelihood estimation of Dirichlet distributions
-
G. Ronning, "Maximum Likelihood estimation of Dirichlet distributions," Journal ofStatistical Computation and Simulation, vol. 32, no. 4, pp. 215-221, 1989.
-
(1989)
Journal OfStatistical Computation and Simulation
, vol.32
, Issue.4
, pp. 215-221
-
-
Ronning, G.1
-
55
-
-
0003968346
-
-
New York, NY: John Wiley & Sons
-
H. Stark and Y. Yang, Vector Space Projections: A Numerical Approach to Signal and Image Processing, Neural Nets, and Optics. New York, NY: John Wiley & Sons, 1998.
-
(1998)
Vector Space Projections: A Numerical Approach to Signal and Image Processing, Neural Nets, and Optics
-
-
Stark, H.1
Yang, Y.2
-
56
-
-
0242679438
-
Finding the Number of Clusters in a Dataset: An Information-Theoretic Approach
-
DOI 10.1198/016214503000000666
-
C. A. Sugar and G. M. James, "Finding the number of clusters in a dataset: An information-theoretic approach," Journal ofthe American Statistical Association, vol. 98, no. 463, pp. 750-763, September 2003. (Pubitemid 37395947)
-
(2003)
Journal of the American Statistical Association
, vol.98
, Issue.463
, pp. 750-763
-
-
Sugar, C.A.1
James, G.M.2
-
57
-
-
84950758368
-
The calculation of posterior distributions by data augmentation
-
June
-
M. A. Tanner and W. H. Wong, "The calculation of posterior distributions by data augmentation," Journal ofthe American Statistical Association, vol. 82, no. 398, pp. 528-540, June 1987.
-
(1987)
Journal Ofthe American Statistical Association
, vol.82
, Issue.398
, pp. 528-540
-
-
Tanner, M.A.1
Wong, W.H.2
-
58
-
-
0002696801
-
The art of data augmentation
-
D. A. van Dyk and X.-L. Meng, "The art of data augmentation," Journal of Computational and Graphical Statistics, vol. 10, no. 1, pp. 1-50, March 2001. (Pubitemid 33721606)
-
(2001)
Journal of Computational and Graphical Statistics
, vol.10
, Issue.1
, pp. 1-50
-
-
Van Dyk, D.A.1
Meng, X.-L.2
-
59
-
-
33749376774
-
Maximum likelihood estimation of compound-Gaussian clutter and target parameters
-
DOI 10.1109/TSP.2006.880209
-
J. Wang, A. Dogandzic, and A. Nehorai, "Maximum likelihood estimation of compound-Gaussian clutter and target parameters," IEEE Transactions on Signal Processing, vol. 54, no. 10, pp. 3884-3898, October 2006. (Pubitemid 44500841)
-
(2006)
IEEE Transactions on Signal Processing
, vol.54
, Issue.10
, pp. 3884-3898
-
-
Wang, J.1
Dogandzic, A.2
Nehorai, A.3
-
60
-
-
84950432017
-
A Monte Carlo implementation of the em algorithm and the poor man's data augmentation algorithms
-
September
-
G. C. G. Wei and M. A. Tanner, "A Monte Carlo implementation of the EM algorithm and the poor man's data augmentation algorithms," Journal of the American Statistical Association, vol. 85, no. 411, pp. 699-704, September 1990.
-
(1990)
Journal of the American Statistical Association
, vol.85
, Issue.411
, pp. 699-704
-
-
Wei, G.C.G.1
Tanner, M.A.2
-
61
-
-
45349099441
-
Hidden Markov Models and the Baum-Welch Algorithm
-
December
-
L. R. Welch, "Hidden Markov Models and the Baum-Welch Algorithm," IEEE Information Theory Society Newsletter, vol. 53, no. 4, pp. 1-13, December 2003.
-
(2003)
IEEE Information Theory Society Newsletter
, vol.53
, Issue.4
, pp. 1-13
-
-
Welch, L.R.1
-
62
-
-
0002210265
-
On the convergence properties of the em algorithm
-
March
-
C. F. J. Wu, "On the convergence properties of the EM algorithm," The Annals ofStatistics, vol. 11, no. 1, pp. 95-103, March 1983.
-
(1983)
The Annals OfStatistics
, vol.11
, Issue.1
, pp. 95-103
-
-
Wu, C.F.J.1
-
63
-
-
2342533082
-
On Convergence Properties of the EM Algorithm for Gaussian Mixtures
-
L. Xu and M. I. Jordan, "On convergence properties of the EM algorithm for Gaussian mixtures," Neural Computation, vol. 8, no. 1, pp. 129-151, January 1996. (Pubitemid 126449919)
-
(1996)
Neural Computation
, vol.8
, Issue.1
, pp. 129-151
-
-
Xu, L.1
Jordan, M.I.2
-
65
-
-
0026938712
-
The mean field theory in EM procedures for Markov random fields
-
DOI 10.1109/78.157297
-
J. Zhang, "The mean field theory in EM procedures for Markov random fields," IEEE Transactions on Signal Processing, vol. 40, no. 10, pp. 2570-2583, October 1992. (Pubitemid 23555907)
-
(1992)
IEEE Transactions on Signal Processing
, vol.40
, Issue.10
, pp. 2570-2583
-
-
Zhang Jun1
|