-
1
-
-
79952947612
-
Bayesian analysis of variable-order, reversible Markov chains
-
Bacallado, S. (2011). Bayesian analysis of variable-order, reversible Markov chains. Ann. Stat. 39, 838-864.
-
(2011)
Ann. Stat.
, vol.39
, pp. 838-864
-
-
Bacallado, S.1
-
2
-
-
27344458404
-
On prediction using variable order Markov models
-
Begleiter, R., El-Yaniv, R. & Yona, G. (2004). On prediction using variable order Markov models. J. Artif. Intell. Res. 22, 385-421.
-
(2004)
J. Artif. Intell. Res.
, vol.22
, pp. 385-421
-
-
Begleiter, R.1
El-Yaniv, R.2
Yona, G.3
-
3
-
-
20744440509
-
Identification of transcription factor binding sites with variable-order Bayesian networks
-
Ben-Gal, I., Shani, A., Gohr, A., Grau, J., Arviv, S., Shmilovici, A., Posch, S., Grosse, I. & Journals, O. (2005). Identification of transcription factor binding sites with variable-order Bayesian networks. Bioinformatics 21, 2657-2666.
-
(2005)
Bioinformatics
, vol.21
, pp. 2657-2666
-
-
Ben-Gal, I.1
Shani, A.2
Gohr, A.3
Grau, J.4
Arviv, S.5
Shmilovici, A.6
Posch, S.7
Grosse, I.8
Journals, O.9
-
4
-
-
33646869900
-
Multilocus association mapping using variable-length Markov chains
-
Browning, S.R. (2006). Multilocus association mapping using variable-length Markov chains. Am. J. Hum. Genet. 78, 903-913.
-
(2006)
Am. J. Hum. Genet.
, vol.78
, pp. 903-913
-
-
Browning, S.1
-
5
-
-
0039530516
-
Variable length Markov chains
-
Bühlmann, P. & Wyner, A.J. (1999). Variable length Markov chains. Ann. Stat. 27, 480-513.
-
(1999)
Ann. Stat.
, vol.27
, pp. 480-513
-
-
Bühlmann, P.1
Wyner, A.2
-
6
-
-
0037274702
-
Bayesian analysis of genetic differentiation between populations
-
Corander, J., Waldmann, P., Marttinen, P. & Sillanpää, M.J. (2003). Bayesian analysis of genetic differentiation between populations. Genetics 163, 367-374.
-
(2003)
Genetics
, vol.163
, pp. 367-374
-
-
Corander, J.1
Waldmann, P.2
Marttinen, P.3
Sillanpää, M.4
-
7
-
-
33747078134
-
Bayesian identification of admixture events using multi-locus molecular markers
-
Corander, J. & Marttinen, P. (2006). Bayesian identification of admixture events using multi-locus molecular markers. Mol. Ecol. 15, 2833-2843.
-
(2006)
Mol. Ecol.
, vol.15
, pp. 2833-2843
-
-
Corander, J.1
Marttinen, P.2
-
8
-
-
33750036659
-
Bayesian model learning based on a parallel MCMC strategy
-
Corander, J., Gyllenberg, M. & Koski, T. (2006). Bayesian model learning based on a parallel MCMC strategy. Stat. Comput. 16, 355-362.
-
(2006)
Stat. Comput.
, vol.16
, pp. 355-362
-
-
Corander, J.1
Gyllenberg, M.2
Koski, T.3
-
9
-
-
54249168561
-
Parallell interacting MCMC for learning of topologies of graphical models
-
Corander, J., Ekdahl, M. & Koski, T. (2008). Parallell interacting MCMC for learning of topologies of graphical models. Data Min. Knowl. Disc. 17, 431-456.
-
(2008)
Data Min. Knowl. Disc.
, vol.17
, pp. 431-456
-
-
Corander, J.1
Ekdahl, M.2
Koski, T.3
-
10
-
-
84905744650
-
Bayesian unsupervised learning of DNA regulatory binding regions
-
Vol. 2009, 11, Article ID 219743. DOI:10.1155/2009/219743.
-
Corander, J., Ekdahl, M. & Koski, T. (2009). Bayesian unsupervised learning of DNA regulatory binding regions. Adv. Art. Int. Vol. 2009, 11, Article ID 219743. DOI:10.1155/2009/219743.
-
(2009)
Adv. Art. Int.
-
-
Corander, J.1
Ekdahl, M.2
Koski, T.3
-
11
-
-
84863596741
-
Population structure in the Neisseria, and the biological significance of fuzzy species
-
Corander, J., Connor, T.R., O'Dwyner, C.A., Kroll, J.S. & Hanake, W.P. (2012). Population structure in the Neisseria, and the biological significance of fuzzy species. J. R. Soc. Interface 9(71), 1208-1215.
-
(2012)
J. R. Soc. Interface
, vol.9
, Issue.71
, pp. 1208-1215
-
-
Corander, J.1
Connor, T.2
O'Dwyner, C.3
Kroll, J.4
Hanake, W.5
-
12
-
-
0034343421
-
The consistency of the BIC Markov order estimator
-
Csiszár, I. & Shields, P.C. (2000). The consistency of the BIC Markov order estimator. Ann. Stat. 28, 1601-1619.
-
(2000)
Ann. Stat.
, vol.28
, pp. 1601-1619
-
-
Csiszár, I.1
Shields, P.2
-
13
-
-
33744799923
-
Context tree estimation for not necessarily finite memory processes via BIC and MDL
-
Csiszár, I. & Talata, Z. (2006). Context tree estimation for not necessarily finite memory processes via BIC and MDL. IEEE Trans. Inf. Theory 52, 1007-1016.
-
(2006)
IEEE Trans. Inf. Theory
, vol.52
, pp. 1007-1016
-
-
Csiszár, I.1
Talata, Z.2
-
14
-
-
0034879445
-
A Bayesian approach to the identification of panmictic populations and the assignment of individuals
-
Dawson, K.J. & Belkhir, K. (2001). A Bayesian approach to the identification of panmictic populations and the assignment of individuals. Genet. Res., Camb. 78, 59-77.
-
(2001)
Genet. Res., Camb.
, vol.78
, pp. 59-77
-
-
Dawson, K.1
Belkhir, K.2
-
15
-
-
84862287199
-
-
Bayesian variable order Markov models. Proceedings of the 13th International Conference on Artificial Intelligence and Statistics (AISTATS-10), 9, Chia Laguna Resort, Sardinia, Italy.
-
Dimitrakakis, C. (2010a). Bayesian variable order Markov models. Proceedings of the 13th International Conference on Artificial Intelligence and Statistics (AISTATS-10), 9, 161-168, Chia Laguna Resort, Sardinia, Italy.
-
(2010)
, pp. 161-168
-
-
Dimitrakakis, C.1
-
16
-
-
84905744651
-
-
Context models on sequences of covers. arXiv preprint arXiv:1005.2263.
-
Dimitrakakis, C. (2010b). Context models on sequences of covers. arXiv preprint arXiv:1005.2263.
-
(2010)
-
-
Dimitrakakis, C.1
-
17
-
-
80051911306
-
Hidden Markov partition models
-
Farcomeni, A. (2011). Hidden Markov partition models. Stat. Probabil. Lett. 81, 1766-1770.
-
(2011)
Stat. Probabil. Lett.
, vol.81
, pp. 1766-1770
-
-
Farcomeni, A.1
-
18
-
-
77952723399
-
-
Lossless compression based on the sequence memoizer. In Data Compression Conference, Utah, USA.
-
Gasthaus, J., Wood, F. & Teh, Y.W. (2010). Lossless compression based on the sequence memoizer. In Data Compression Conference, 337-345, Utah, USA.
-
(2010)
, pp. 337-345
-
-
Gasthaus, J.1
Wood, F.2
Teh, Y.3
-
19
-
-
84905744652
-
-
Minimal Markov models. arXiv preprint arXiv:1002.0729.
-
García, J.E. & González-López, J.E. (2010). Minimal Markov models. arXiv preprint arXiv:1002.0729.
-
(2010)
-
-
García, J.1
González-López, J.2
-
21
-
-
84974288913
-
A hierarchical Dirichlet language model
-
MacKay, D.J.C. & Peto, L. (1995). A hierarchical Dirichlet language model. Nat. Lang. Eng. 1, 1-19.
-
(1995)
Nat. Lang. Eng.
, vol.1
, pp. 1-19
-
-
MacKay, D.1
Peto, L.2
-
22
-
-
0003607151
-
-
Academic Press, London.
-
Mardia, K.V., Kent, J.T. & Bibby, J.M. (1979). Multivariate analysis, Academic Press, London.
-
(1979)
Multivariate analysis
-
-
Mardia, K.1
Kent, J.2
Bibby, J.3
-
23
-
-
33749819303
-
Bayesian search of functionally divergent protein subgroups and their function specific residues
-
Marttinen, P., Corander, J., Törönen, P. & Holm, L. (2006). Bayesian search of functionally divergent protein subgroups and their function specific residues. Bioinformatics 22, (20), 2466-2474.
-
(2006)
Bioinformatics
, vol.22
, Issue.20
, pp. 2466-2474
-
-
Marttinen, P.1
Corander, J.2
Törönen, P.3
Holm, L.4
-
24
-
-
65549143555
-
Bayesian clustering and feature selection for cancer tissue samples
-
Marttinen, P., Myllykangas, S. & Corander, J. (2009). Bayesian clustering and feature selection for cancer tissue samples. BMC Bioinformatics 10, 90.
-
(2009)
BMC Bioinformatics
, vol.10
, pp. 90
-
-
Marttinen, P.1
Myllykangas, S.2
Corander, J.3
-
25
-
-
3042630661
-
Variable length Markov chains: methodology, computing, and software
-
Mächler, M. & Bühlmann, P. (2004). Variable length Markov chains: methodology, computing, and software. J. Comput. Graph. Stat. 13, 435-455.
-
(2004)
J. Comput. Graph. Stat.
, vol.13
, pp. 435-455
-
-
Mächler, M.1
Bühlmann, P.2
-
26
-
-
77950032550
-
Markov chain sampling methods for Dirichlet process mixture models
-
Neal, R.M. (2000). Markov chain sampling methods for Dirichlet process mixture models. J. Comp. Graph. Stat. 9, 249-265.
-
(2000)
J. Comp. Graph. Stat.
, vol.9
, pp. 249-265
-
-
Neal, R.1
-
27
-
-
0020824731
-
A universal data compression system
-
Rissanen, J. (1983). A universal data compression system. IEEE Trans. Inf. Theory 29, 656-664.
-
(1983)
IEEE Trans. Inf. Theory
, vol.29
, pp. 656-664
-
-
Rissanen, J.1
-
28
-
-
77950668022
-
-
Sparse Markov source estimation via transformed Lasso. In Proceedings of the IEEE Information Theory Workshop (ITW-2009), Taormina, Sicily, Italy.
-
Roos, T. & Yu, B. (2009). Sparse Markov source estimation via transformed Lasso. In Proceedings of the IEEE Information Theory Workshop (ITW-2009), 241-245, Taormina, Sicily, Italy.
-
(2009)
, pp. 241-245
-
-
Roos, T.1
Yu, B.2
-
29
-
-
84865371844
-
Clustering gene expression data using a posterior split-merge-birth procedure
-
Saraiva, E.F. & Milan, L.A. (2012). Clustering gene expression data using a posterior split-merge-birth procedure. Scand. J. Stat. 39, 399-415.
-
(2012)
Scand. J. Stat.
, vol.39
, pp. 399-415
-
-
Saraiva, E.1
Milan, L.2
-
30
-
-
0036566199
-
Image segmentation by data-driven Markov chain Monte Carlo
-
Tu, Z. & Zhu, S.C. (2002). Image segmentation by data-driven Markov chain Monte Carlo. IEEE Trans. Pattern Anal. Mach. Intell. 24, 657-673.
-
(2002)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.24
, pp. 657-673
-
-
Tu, Z.1
Zhu, S.2
-
31
-
-
0029305015
-
A universal finite memory source
-
Weinberger, M.J., Rissanen, J. & Feder, M.Ž. (1995). A universal finite memory source. IEEE Trans. Inf. Theory 41, 643-652.
-
(1995)
IEEE Trans. Inf. Theory
, vol.41
, pp. 643-652
-
-
Weinberger, M.1
Rissanen, J.2
Feder, M.3
-
32
-
-
0029307102
-
The context tree weighting method: basic properties
-
Willems, F.M.J., Shtarkov, Y.M. & Tjalkens, T.J. (1995). The context tree weighting method: basic properties. IEEE Trans. Inf. Theory 41, 653-664.
-
(1995)
IEEE Trans. Inf. Theory
, vol.41
, pp. 653-664
-
-
Willems, F.1
Shtarkov, Y.2
Tjalkens, T.3
-
33
-
-
77951472344
-
Optional Pólya tree and Bayesian inference
-
Wong, W.H. & Ma, L. (2010). Optional Pólya tree and Bayesian inference. The Ann. Stat. 38, 1433-1459.
-
(2010)
The Ann. Stat.
, vol.38
, pp. 1433-1459
-
-
Wong, W.1
Ma, L.2
-
34
-
-
71149086686
-
-
A stochastic memoizer for sequence data. In Proceedings of the 26th Annual International Conference on Machine Learning, Montreal, QC, Canada.
-
Wood, F., Archambeau, C., Gasthaus, J., James, L. & Teh, Y.W. (2009). A stochastic memoizer for sequence data. In Proceedings of the 26th Annual International Conference on Machine Learning, 1129-1136, Montreal, QC, Canada.
-
(2009)
, pp. 1129-1136
-
-
Wood, F.1
Archambeau, C.2
Gasthaus, J.3
James, L.4
Teh, Y.5
-
35
-
-
23844463779
-
Finding short DNA motifs using permuted Markov models
-
Zhang, X., Huang, H., Li, M. & Speed, T. (2005). Finding short DNA motifs using permuted Markov models. Bioinformatics 21, 894-906.
-
(2005)
Bioinformatics
, vol.21
, pp. 894-906
-
-
Zhang, X.1
Huang, H.2
Li, M.3
Speed, T.4
|