-
1
-
-
33747684076
-
A hybrid SEM algorithm for high-dimensional unsupervised learning using a finite generalized Dirichlet mixture
-
9
-
N Bouguila D Ziou 2006 A hybrid SEM algorithm for high-dimensional unsupervised learning using a finite generalized Dirichlet mixture IEEE Trans Image Process 15 9 2657 2668
-
(2006)
IEEE Trans Image Process
, vol.15
, pp. 2657-2668
-
-
Bouguila, N.1
Ziou, D.2
-
6
-
-
0036014757
-
Finding hidden events in astrophysical data using PCA and mixture of Gaussians clustering
-
M Funaro M Marinaro A Petrosino S Scarpetta 2002 Finding hidden events in astrophysical data using PCA and mixture of Gaussians clustering Pattern Anal Appl 5 15 22
-
(2002)
Pattern Anal Appl
, vol.5
, pp. 15-22
-
-
Funaro, M.1
Marinaro, M.2
Petrosino, A.3
Scarpetta, S.4
-
8
-
-
7444239786
-
Unsupervised learning of a finite mixture model based on the Dirichlet distribution and its application
-
11
-
N Bouguila D Ziou J Vaillancourt 2004 Unsupervised learning of a finite mixture model based on the Dirichlet distribution and its application IEEE Trans Image Process 13 11 1533 1543
-
(2004)
IEEE Trans Image Process
, vol.13
, pp. 1533-1543
-
-
Bouguila, N.1
Ziou, D.2
Vaillancourt, J.3
-
9
-
-
33746365837
-
Unsupervised selection of a finite Dirichlet mixture model: An MML-based approach
-
8
-
N Bouguila D Ziou 2006 Unsupervised selection of a finite Dirichlet mixture model: an MML-based approach IEEE Trans Knowl Data Eng 18 8 993 1009
-
(2006)
IEEE Trans Knowl Data Eng
, vol.18
, pp. 993-1009
-
-
Bouguila, N.1
Ziou, D.2
-
10
-
-
33646032400
-
Online clustering via finite mixtures of Dirichlet and minimum message length
-
4
-
N Bouguila D Ziou 2006 Online clustering via finite mixtures of Dirichlet and minimum message length Eng Appl Artif Intell 19 4 371 379
-
(2006)
Eng Appl Artif Intell
, vol.19
, pp. 371-379
-
-
Bouguila, N.1
Ziou, D.2
-
11
-
-
27244440206
-
on fitting finite Dirichlet mixture using ECM and MML
-
Singh S, Singh M, Apté C, Perner P (eds) Pattern recognition and data mining, third international conference on advances in pattern recognition, ICAPR (1). Springer Springer, Heidelberg
-
Bouguila N, Ziou D (2005) On fitting finite Dirichlet mixture using ECM and MML. In: Singh S, Singh M, Apté C, Perner P (eds) Pattern recognition and data mining, third international conference on advances in pattern recognition, ICAPR (1). Springer, LNCS, vol 3686. Springer, Heidelberg, pp 172-182
-
(2005)
LNCS
, vol.3686
, pp. 172-182
-
-
Bouguila, N.1
Ziou, D.2
-
12
-
-
0002629270
-
Maximum likelihood from incomplete data via the em algorithm
-
AP Dempster NM Laird DB Rubin 1977 Maximum likelihood from incomplete data via the EM algorithm J Roy Stat Soc B 39 1 38
-
(1977)
J Roy Stat Soc B
, vol.39
, pp. 1-38
-
-
Dempster, A.P.1
Laird, N.M.2
Rubin, D.B.3
-
16
-
-
0001244941
-
Estimation of finite mixture distributions through Bayesian sampling
-
2
-
J Diebolt CP Robert 1994 Estimation of finite mixture distributions through Bayesian sampling J Roy Stat Soc B 56 2 363 375
-
(1994)
J Roy Stat Soc B
, vol.56
, pp. 363-375
-
-
Diebolt, J.1
Robert, C.P.2
-
18
-
-
21744460005
-
Practical Bayesian density estimation using mixtures of normals
-
K Roeder L Wasserman 1997 Practical Bayesian density estimation using mixtures of normals J Am Stat Assoc 92 894 902
-
(1997)
J Am Stat Assoc
, vol.92
, pp. 894-902
-
-
Roeder, K.1
Wasserman, L.2
-
20
-
-
3943111574
-
Bayesian analysis of mixture modeling using the multivariate t distribution
-
IL Tsung CL Jack FN Huey 2004 Bayesian analysis of mixture modeling using the multivariate t distribution Stat Comput 14 119 130
-
(2004)
Stat Comput
, vol.14
, pp. 119-130
-
-
Tsung, I.L.1
Jack, C.L.2
Huey, F.N.3
-
21
-
-
3843060139
-
Bayesian inference for multivariate gamma distributions
-
EG Tsionas 2004 Bayesian inference for multivariate gamma distributions Stat Comput 14 223 233
-
(2004)
Stat Comput
, vol.14
, pp. 223-233
-
-
Tsionas, E.G.1
-
22
-
-
33646682404
-
Practical Bayesian estimation of a finite beta mixture through Gibbs sampling and its applications
-
2
-
N Bouguila D Ziou E Monga 2006 Practical Bayesian estimation of a finite beta mixture through Gibbs sampling and its applications Stat Comput 16 2 215 225
-
(2006)
Stat Comput
, vol.16
, pp. 215-225
-
-
Bouguila, N.1
Ziou, D.2
Monga, E.3
-
23
-
-
0042379699
-
On Bayesian analyses and finite mixtures for proportions
-
SP Brooks 2001 On Bayesian analyses and finite mixtures for proportions Stat Comput 11 179 190
-
(2001)
Stat Comput
, vol.11
, pp. 179-190
-
-
Brooks, S.P.1
-
25
-
-
18244378520
-
On Bayesian analysis of mixtures with an unknown number of components (with discussion)
-
S Richardson PJ Green 1997 On Bayesian analysis of mixtures with an unknown number of components (with discussion) J Roy Stat Soc B 59 731 792
-
(1997)
J Roy Stat Soc B
, vol.59
, pp. 731-792
-
-
Richardson, S.1
Green, P.J.2
-
26
-
-
0000391986
-
Testing for mixtures: A Bayesian entropic approach (with discussion)
-
Dawid A, Lindley D, Berger J, Bernardo J, Smith A (eds) Oxford University Press, Oxford
-
Mengersen K, Robert CP (1996) Testing for mixtures: a Bayesian entropic approach (with discussion). In: Dawid A, Lindley D, Berger J, Bernardo J, Smith A (eds) Bayesian statistics, vol 5. Oxford University Press, Oxford, pp 255-276
-
(1996)
Bayesian Statistics
, vol.5
, pp. 255-276
-
-
Mengersen, K.1
Robert, C.P.2
-
27
-
-
0038239484
-
A fast distance based approach for determining the number of components in mixtures
-
S Sahu R Cheng 2003 A fast distance based approach for determining the number of components in mixtures Can J Stat 31 3 22
-
(2003)
Can J Stat
, vol.31
, pp. 3-22
-
-
Sahu, S.1
Cheng, R.2
-
28
-
-
0033441527
-
MCMC control spreadsheets for exponential mixture estimation
-
M Gruet A Philippe CP Robert 1999 MCMC control spreadsheets for exponential mixture estimation J Comput Graph Stat 8 298 317
-
(1999)
J Comput Graph Stat
, vol.8
, pp. 298-317
-
-
Gruet, M.1
Philippe, A.2
Robert, C.P.3
-
29
-
-
0034374610
-
Bayesian analysis of mixture models with an unknown number of components: An alternative to reversible jump methods
-
M Stephens 2000 Bayesian analysis of mixture models with an unknown number of components: an alternative to reversible jump methods Ann Stat 28 40 74
-
(2000)
Ann Stat
, vol.28
, pp. 40-74
-
-
Stephens, M.1
-
30
-
-
0043173919
-
Reversible jump MCMC converging to birth-and-death MCMC and more general continuous time samplers
-
O Cappé CP Robert T Rydén 2002 Reversible jump MCMC converging to birth-and-death MCMC and more general continuous time samplers J Roy Stat Soc B 65 679 700
-
(2002)
J Roy Stat Soc B
, vol.65
, pp. 679-700
-
-
Cappé, O.1
Robert, C.P.2
Rydén, T.3
-
32
-
-
4544379510
-
Dirichlet-based probability model applied to human skin detection
-
Bouguila N, Ziou D (2004) Dirichlet-based probability model applied to human skin detection. In: IEEE international conference on acoustics, speech, and signal processing, ICASSP2004, pp 521-524
-
(2004)
IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP2004
, pp. 521-524
-
-
Bouguila, N.1
Ziou, D.2
-
34
-
-
36048970168
-
High-dimensional unsupervised selection and estimation of a finite generalized Dirichlet mixture model based on minimum message length
-
10
-
N Bouguila D Ziou 2007 High-dimensional unsupervised selection and estimation of a finite generalized Dirichlet mixture model based on minimum message length IEEE Trans Pattern Anal Mach Intell 29 10 1716 1731
-
(2007)
IEEE Trans Pattern Anal Mach Intell
, vol.29
, pp. 1716-1731
-
-
Bouguila, N.1
Ziou, D.2
-
36
-
-
0007638906
-
Maximum likelihood estimation for the beta distribution
-
RJ Beckman GL Tietjen 1978 Maximum likelihood estimation for the beta distribution J Stat Comput Simulat 7 253 258
-
(1978)
J Stat Comput Simulat
, vol.7
, pp. 253-258
-
-
Beckman, R.J.1
Tietjen, G.L.2
-
38
-
-
33750274518
-
Bayesian modeling and inference on mixtures of distributions
-
Dey D, Rao CR (eds) Elsevier, Amsterdam
-
Marin JM, Mengersen K, Robert CP (2004) Bayesian modeling and inference on mixtures of distributions. In: Dey D, Rao CR (eds) Handbook of statistics, vol 25. Elsevier, Amsterdam
-
(2004)
Handbook of Statistics
, vol.25
-
-
Marin, J.M.1
Mengersen, K.2
Robert, C.P.3
-
41
-
-
0026836139
-
Bayesian diagnosis in expert systems
-
1-2
-
GD Kleiter 1992 Bayesian diagnosis in expert systems Artif Intell 54 1-2 1 32
-
(1992)
Artif Intell
, vol.54
, pp. 1-32
-
-
Kleiter, G.D.1
-
42
-
-
0030784543
-
Learning and updating of uncertainty in Dirichlet models
-
1
-
E Castillo AS Hadi C Solares 1997 Learning and updating of uncertainty in Dirichlet models Mach Learn 26 1 43 63
-
(1997)
Mach Learn
, vol.26
, pp. 43-63
-
-
Castillo, E.1
Hadi, A.S.2
Solares, C.3
-
43
-
-
2242491935
-
Computational and inferential difficulties with mixture posterior distributions
-
G Celeux M Hurn CP Robert 2000 Computational and inferential difficulties with mixture posterior distributions J Am Stat Assoc 95 957 970
-
(2000)
J Am Stat Assoc
, vol.95
, pp. 957-970
-
-
Celeux, G.1
Hurn, M.2
Robert, C.P.3
-
44
-
-
0031514994
-
Estimating Bayes factors via posterior simulation with the Laplace-Metropolis estimator
-
SM Lewis AE Raftery 1997 Estimating Bayes factors via posterior simulation with the Laplace-Metropolis estimator J Am Stat Assoc 92 648 655
-
(1997)
J Am Stat Assoc
, vol.92
, pp. 648-655
-
-
Lewis, S.M.1
Raftery, A.E.2
-
45
-
-
0000120766
-
Estimating the dimension of a model
-
G Schwarz 1978 Estimating the dimension of a model Ann Stat 6 461 464
-
(1978)
Ann Stat
, vol.6
, pp. 461-464
-
-
Schwarz, G.1
-
46
-
-
0018015137
-
Modeling by shortest data description
-
J Rissanen 1978 Modeling by shortest data description Automatica 14 465 471
-
(1978)
Automatica
, vol.14
, pp. 465-471
-
-
Rissanen, J.1
-
47
-
-
27944462549
-
A reference Bayesian test for nested hypothesis and its relationship to the Schwarz Criterion
-
RE Kass L Wasserman 1995 A reference Bayesian test for nested hypothesis and its relationship to the Schwarz Criterion J Am Stat Assoc 90 928 934
-
(1995)
J Am Stat Assoc
, vol.90
, pp. 928-934
-
-
Kass, R.E.1
Wasserman, L.2
-
48
-
-
0035683456
-
Communication via eye blinks: Detection and duration analysis in real time
-
CVPR
-
Grauman K, Betke M, Gips J, Bradski GR (2001) Communication via eye blinks: detection and duration analysis in real time. In: IEEE conference on computer vision and pattern recognition, CVPR, pp 1010-1017
-
(2001)
IEEE Conference on Computer Vision and Pattern Recognition
, pp. 1010-1017
-
-
Grauman, K.1
Betke, M.2
Gips, J.3
Bradski, G.R.4
-
50
-
-
33846964517
-
Boosting particle filter-based eye tracker performance through adapted likelihood function to reflexions and light changes
-
Hansen DW, Hammoud RI (2005) Boosting particle filter-based eye tracker performance through adapted likelihood function to reflexions and light changes. In: IEEE conference on advanced video and signal based surveillance, pp 111-116
-
(2005)
IEEE Conference on Advanced Video and Signal Based Surveillance
, pp. 111-116
-
-
Hansen, D.W.1
Hammoud, R.I.2
-
54
-
-
34247639494
-
Automated personal identification system based on human Iris analysis
-
RT Al-Zubi DI Abu-Al-Nadi 2007 Automated personal identification system based on human Iris analysis Pattern Anal Appl 10 147 164
-
(2007)
Pattern Anal Appl
, vol.10
, pp. 147-164
-
-
Al-Zubi, R.T.1
Abu-Al-Nadi, D.I.2
-
55
-
-
24644520072
-
A Robust eye position tracker based on invariant local features, eye motion, and infrared-eye responses
-
Hammoud RI (2005) A Robust eye position tracker based on invariant local features, eye motion, and infrared-eye responses. In: SPIE automatic target recognition XV, vol 5807, pp 35-43
-
(2005)
SPIE Automatic Target Recognition XV
, vol.5807
, pp. 35-43
-
-
Hammoud, R.I.1
-
58
-
-
10044286099
-
Robust real-time eye detection and tracking under variable lighting conditions and various face orientations
-
Z Zhu Q Ji 2005 Robust real-time eye detection and tracking under variable lighting conditions and various face orientations Comp Vis Image Understanding 98 124 154
-
(2005)
Comp Vis Image Understanding
, vol.98
, pp. 124-154
-
-
Zhu, Z.1
Ji, Q.2
-
59
-
-
0030214261
-
Image retrieval using color and shape
-
8
-
AK Jain A Vailaya 1996 Image retrieval using color and shape Pattern Recogn 29 8 1233 1244
-
(1996)
Pattern Recogn
, vol.29
, pp. 1233-1244
-
-
Jain, A.K.1
Vailaya, A.2
-
62
-
-
0022561870
-
Sum and difference histograms for texture classification
-
1
-
M Unser 1986 Sum and difference histograms for texture classification IEEE Trans Pattern Anal Mach Intell 8 1 118 125
-
(1986)
IEEE Trans Pattern Anal Mach Intell
, vol.8
, pp. 118-125
-
-
Unser, M.1
-
63
-
-
0022808786
-
A computational approach to edge detection
-
J Canny 1986 A computational approach to edge detection IEEE Trans Pattern Anal Mach Intell 8 679 698
-
(1986)
IEEE Trans Pattern Anal Mach Intell
, vol.8
, pp. 679-698
-
-
Canny, J.1
-
67
-
-
34250816203
-
Unsupervised learning of a finite discrete mixture: Applications to texture modeling and image databases summarization
-
4
-
N Bouguila D Ziou 2007 Unsupervised learning of a finite discrete mixture: applications to texture modeling and image databases summarization J Vis Commun Image Representation 18 4 295 309
-
(2007)
J Vis Commun Image Representation
, vol.18
, pp. 295-309
-
-
Bouguila, N.1
Ziou, D.2
|