Dirichlet Mixtures, the Dirichlet Process, and the Structure of Protein Space

Journal of Computational Biology - Tập 20 Số 1 - Trang 1-18 - 2013
Viet-An Nguyen1, Jordan Boyd‐Graber2, Stephen F. Altschul3
1Department of Computer Science and UMIACS, University of Maryland, College Park, MD.
2iSchool and UMIACS, University of Maryland, College Park, MD.
3National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda, MD

Tóm tắt

Từ khóa


Tài liệu tham khảo

10.1007/BFb0099421

10.1371/journal.pcbi.1000852

10.1214/aos/1176342871

Beal M.J., 2002, Adv. Neural Inf. Process. Syst.

10.1214/06-BA104

Blei D.M., 2003, J. Mach. Learn. Res., 3, 993

Brown M., 1993, AAAI Press, 47

10.1093/bioinformatics/bth090

10.1093/biomet/62.3.697

10.1214/aos/1176342360

10.1016/j.jmp.2011.08.004

10.1016/0040-5809(80)90013-1

Grünwald P.D., 2007, The Minimum Description Length Principle, 1, 10.7551/mitpress/4643.001.0001

Hannah L., 2011, J. Mach. Learn. Res., 12, 1923

Hardisty E., 2010, Proc. Conf. Empirical Methods in Natural Language Processing

10.1007/BFb0026666

McCloskey, J. 1965. A Model for the Distribution of Individuals by Species in an Environment [Ph.D. thesis]. Department of Statistics, Michigan State University, Lansing, MI.

Minka T.P., 2000, Estimating a Dirichlet distribution

10.1214/088342304000000017

10.1214/aos/1056562461

10.1214/aop/1024404422

10.1016/j.patcog.2007.06.023

Sethuraman J., 1994, Statistica Sinica, 4, 639

Sjölander K., 1996, Comput. Appl. Biosci., 12, 327

10.1007/BF02459507

10.1198/016214506000000302

Wallach, H.M. 2008. Structured Topic Models for Language [Ph.D. thesis]. University of Cambridge, Cambridge, United Kingdom.

10.1093/bioinformatics/btr565

10.1089/cmb.2011.0040

10.1089/cmb.2011.0039