-
2
-
-
0002629270
-
Maximum likelihood from incomplete data via the em algorithm
-
Dempster, A.P., Laird, N.M., Rubin, D.B.: Maximum likelihood from incomplete data via the EM algorithm. Journal Of The Royal Statistical Society, Series B 39(1), 1-38 (1977)
-
(1977)
Journal of the Royal Statistical Society, Series B
, vol.39
, Issue.1
, pp. 1-38
-
-
Dempster, A.P.1
Laird, N.M.2
Rubin, D.B.3
-
3
-
-
38049083281
-
Mixture modeling of dna copy number amplification patterns in cancer
-
Sandoval, F., Prieto, A.G., Cabestany, J., Grana, M. (eds.) Springer, Heidelberg
-
Tikka, J., Hollmen, J., Myllykangas, S.: Mixture Modeling of DNA Copy Number Amplification Patterns in Cancer. In: Sandoval, F., Prieto, A.G., Cabestany, J., Grana, M. (eds.) IWANN 2007. LNCS, vol. 4507, pp. 972-979. Springer, Heidelberg (2007)
-
(2007)
IWANN 2007. LNCS
, vol.4507
, pp. 972-979
-
-
Tikka, J.1
Hollmen, J.2
Myllykangas, S.3
-
4
-
-
0001942153
-
Model selection for probabilistic clustering using cross-validated likelihood
-
Smyth, P.: Model selection for probabilistic clustering using cross-validated likelihood. Statistics and Computing 10, 63-72 (2000)
-
(2000)
Statistics and Computing
, vol.10
, pp. 63-72
-
-
Smyth, P.1
-
6
-
-
38049069697
-
Compact and understandable descriptions of mixtures of bernoulli distributions
-
Berthold, M.R., Shawe-Taylor, J., Lavra?c, N. (eds.) Springer, Heidelberg
-
Hollmen, J., Tikka, J.: Compact and Understandable Descriptions of Mixtures of Bernoulli Distributions. In: Berthold, M.R., Shawe-Taylor, J., Lavra?c, N. (eds.) IDA 2007. LNCS, vol. 4723, pp. 1-12. Springer, Heidelberg (2007)
-
(2007)
IDA 2007. LNCS
, vol.4723
, pp. 1-12
-
-
Hollmen, J.1
Tikka, J.2
-
7
-
-
77956238569
-
Patterns from multi-resolution 0-1 data
-
Goethals, B., Tatti, N., Vreeken, J. (eds.). ACM (July
-
Adhikari, P.R., Hollmen, J.: Patterns from multi-resolution 0-1 data. In: Goethals, B., Tatti, N., Vreeken, J. (eds.) Proceedings of the ACM SIGKDD Workshop on Useful Patterns (UP 2010), pp. 8-12. ACM (July 2010)
-
(2010)
Proceedings of the ACM SIGKDD Workshop on Useful Patterns (UP 2010)
, pp. 8-12
-
-
Adhikari, P.R.1
Hollmen, J.2
-
8
-
-
78049478215
-
Preservation of statistically significant patterns in multiresolution 0-1 data
-
Dijkstra, T.M.H., Tsivtsivadze, E., Marchiori, E., Heskes, T. (eds.) Springer, Heidelberg
-
Adhikari, P.R., Hollmen, J.: Preservation of Statistically Significant Patterns in Multiresolution 0-1 Data. In: Dijkstra, T.M.H., Tsivtsivadze, E., Marchiori, E., Heskes, T. (eds.) PRIB 2010. LNCS, vol. 6282, pp. 86-97. Springer, Heidelberg (2010)
-
(2010)
PRIB 2010. LNCS
, vol.6282
, pp. 86-97
-
-
Adhikari, P.R.1
Hollmen, J.2
-
9
-
-
0034264299
-
SMEM algorithm for mixture models
-
Ueda, N., Nakano, R., Ghahramani, Z., Hinton, G.E.: SMEM Algorithm for Mixture Models. Neural Computation 12(9), 2109-2128 (2000)
-
(2000)
Neural Computation
, vol.12
, Issue.9
, pp. 2109-2128
-
-
Ueda, N.1
Nakano, R.2
Ghahramani, Z.3
Hinton, G.E.4
-
10
-
-
0038309400
-
EM algorithms for gaussian mixtures with split-and-merge operation
-
Zhang, Z., Chen, C., Sun, J., Chan, K.L.: EM algorithms for Gaussian mixtures with split-and-merge operation. Pattern Recognition 36(9), 1973-1983 (2003)
-
(2003)
Pattern Recognition
, vol.36
, Issue.9
, pp. 1973-1983
-
-
Zhang, Z.1
Chen, C.2
Sun, J.3
Chan, K.L.4
-
11
-
-
77950626001
-
A novel split and merge em algorithm for gaussian mixture model
-
August
-
Li, Y., Li, L.: A Novel Split and Merge EM Algorithm for gaussian mixture model. In: Fifth International Conference on Natural Computation, ICNC 2009, vol. 6, pp. 479-483 (August 2009)
-
(2009)
Fifth International Conference on Natural Computation, ICNC 2009
, vol.6
, pp. 479-483
-
-
Li, Y.1
Li, L.2
-
12
-
-
0242657969
-
Competitive em algorithm for finite mixture models
-
Zhang, B., Zhang, C., Yi, X.: Competitive EM algorithm for finite mixture models. Pattern Recognition 37(1), 131-144 (2004)
-
(2004)
Pattern Recognition
, vol.37
, Issue.1
, pp. 131-144
-
-
Zhang, B.1
Zhang, C.2
Yi, X.3
-
13
-
-
38149010607
-
Split-Merge incremental learning (smile) of mixture models
-
de Sa, J.M., Alexandre, L.A., Duch, W., Mandic, D.P. (eds.) Springer, Heidelberg
-
Blekas, K., Lagaris, I.E.: Split-Merge Incremental LEarning (SMILE) of Mixture Models. In: de Sa, J.M., Alexandre, L.A., Duch, W., Mandic, D.P. (eds.) ICANN 2007. LNCS, vol. 4669, pp. 291-300. Springer, Heidelberg (2007)
-
(2007)
ICANN 2007. LNCS
, vol.4669
, pp. 291-300
-
-
Blekas, K.1
Lagaris, I.E.2
-
14
-
-
0016355478
-
A new look at the statistical model identification
-
Akaike, H.: A new look at the statistical model identification. IEEE Transactions on Automatic Control 19(6), 716-723 (1974)
-
(1974)
IEEE Transactions on Automatic Control
, vol.19
, Issue.6
, pp. 716-723
-
-
Akaike, H.1
-
16
-
-
0022018101
-
A probabilistic distance measure for Hidden Markov models
-
Juang, B.H., Rabiner, L.R.: A probabilistic distance measure for Hidden Markov models. AT&T Technical Journal 64(2), 391-408 (1985)
-
(1985)
AT&T Technical Journal
, vol.64
, Issue.2
, pp. 391-408
-
-
Juang, B.H.1
Rabiner, L.R.2
-
17
-
-
77949532179
-
A split and merge em algorithm for color image segmentation
-
November
-
Li, Y., Li, L.: A split and merge EM algorithm for color image segmentation. In: IEEE ICIS 2009, vol. 4, pp. 395-399 (November 2009)
-
(2009)
IEEE ICIS 2009
, vol.4
, pp. 395-399
-
-
Li, Y.1
Li, L.2
-
18
-
-
0345414074
-
An efficient image similarity measure based on approximations of kl-divergence between two gaussian mixtures
-
Goldberger, J., Gordon, S., Greenspan, H.: An Efficient Image Similarity Measure Based on Approximations of KL-Divergence Between Two Gaussian Mixtures. In: Proceedings of the ICCV 2003, Washington DC, USA, pp. 487-493 (2003)
-
(2003)
Proceedings of the ICCV 2003, Washington DC, USA
, pp. 487-493
-
-
Goldberger, J.1
Gordon, S.2
Greenspan, H.3
-
19
-
-
34547516258
-
Approximating the kullback leibler divergence between gaussian mixture models
-
Hershey, J.R., Olsen, P.A.: Approximating the Kullback Leibler Divergence Between Gaussian Mixture Models. In: IEEE. ICASSP 2007, vol. 4, pp. 317-320 (2007)
-
(2007)
IEEE. ICASSP 2007
, vol.4
, pp. 317-320
-
-
Hershey, J.R.1
Olsen, P.A.2
-
23
-
-
0034593050
-
Agglomerative clustering of a search engine query log
-
Beeferman, D., Berger, A.: Agglomerative clustering of a search engine query log. In: Proceedings of the ACM KDD 2000, New York, USA, pp. 407-416 (2000)
-
(2000)
Proceedings of the ACM KDD 2000, New York, USA
, pp. 407-416
-
-
Beeferman, D.1
Berger, A.2
-
24
-
-
65549095640
-
Classification of human cancers based on DNA copy number amplification modeling
-
May
-
Myllykangas, S., Tikka, J., Bohling, T., Knuutila, S., Hollmen, J.: Classification of human cancers based on DNA copy number amplification modeling. BMC Medical Genomics 1(15) (May 2008)
-
(2008)
BMC Medical Genomics
, vol.1
, Issue.15
-
-
Myllykangas, S.1
Tikka, J.2
Bohling, T.3
Knuutila, S.4
Hollmen, J.5
-
25
-
-
38949218379
-
Genomic imbalances in 5918 malignant epithelial tumors: An explorative meta-analysis of chromosomal CGH data
-
Baudis, M.: Genomic imbalances in 5918 malignant epithelial tumors: an explorative meta-analysis of chromosomal CGH data. BMC Cancer 7, 226 (2007)
-
(2007)
BMC Cancer
, vol.7
, pp. 226
-
-
Baudis, M.1
|