Deep Feature Selection: Theory and Application to Identify Enhancers and Promoters

Journal of Computational Biology - Tập 23 Số 5 - Trang 322-336 - 2016
Yifeng Li1,2, Chih‐Yu Chen1, Wyeth W. Wasserman1
1Centre for Molecular Medicine and Therapeutics, Child and Family Research Institute, BC Children's Hospital, University of British Columbia, Vancouver, British Columbia, Canada.
2Information and Communications Technologies, National Research Council of Canada, Ottawa, Ontario, Canada.

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Tài liệu tham khảo

10.1207/s15516709cog0901_7

10.1038/nature12787

10.1109/TPAMI.2013.50

Bergstra J., 2010, Proceedings of the Python for Scientific Computing Conference (SciPy)

Bradley P.S., 1998, Proceedings of the Fifteenth International Conference on Machine Learning

10.1016/S0014-5793(97)00387-6

10.1023/A:1010933404324

Cai X., 2011, In 19th IEEE International Conference on Data Mining

10.1214/009053604000000067

10.18637/jss.v033.i01

Goodfellow I.J., 2012, International Conference on Machine Learning (ICML), 1439

10.1126/science.1127647

10.1162/neco.2006.18.7.1527

10.1038/ni.2037

Kong D., 2011, Proceedings of the 20th ACM International Conference on Information and Knowledge Management

10.1186/1471-2164-11-257

10.1109/5.726791

10.1128/MCB.00987-12

10.1016/j.neucom.2013.02.012

Nair V., 2010, IEEE International Conference on Machine Learning (ICML), 807

10.1038/ni.2641

Nie F., 2010, Advances in Neural Information Processing Systems 23

10.1186/1471-2164-12-181

10.1016/S0168-9525(97)01103-7

SandersM. 2009. Sparse multi-class prediction based on the group lasso in multinomial logistic regression [Master's thesis]. Delft University of Technology, The Netherlands.

10.1038/nrg3682

10.1038/nature11247

10.1038/nature13182

Tibshirani R., 1996, J. R. Stat. Soc. Series B Stat. Methodol., 58, 267, 10.1111/j.2517-6161.1996.tb02080.x

10.1128/MCB.01529-06

10.1016/j.ygeno.2014.02.002

10.1038/nrg2905

10.1111/j.1467-9868.2005.00503.x