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Liu J, Peissig P, Zhang C, et al. High-Dimensional Structured Feature Screening Using Binary Markov Random Fields. JMLR Workshop Conf Proc. 2012;22:712-721
Liu, J., Peissig, P., Zhang, C., Burnside, E., McCarty, C., & Page, D. (2012). High-Dimensional Structured Feature Screening Using Binary Markov Random Fields. JMLR workshop and conference proceedings, 22712-721.
Liu, Jie, et al. "High-Dimensional Structured Feature Screening Using Binary Markov Random Fields." JMLR workshop and conference proceedings vol. 22 (2012): 712-721.
Liu J, Peissig P, Zhang C, Burnside E, McCarty C, Page D. High-Dimensional Structured Feature Screening Using Binary Markov Random Fields. JMLR Workshop Conf Proc. 2012;22:712-721. PMID: 23606924; PMCID: PMC3630518.
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JMLR Workshop Conf Proc. 2012;22:712-721.

High-Dimensional Structured Feature Screening Using Binary Markov Random Fields.

JMLR workshop and conference proceedings

Jie Liu, Peggy Peissig, Chunming Zhang, Elizabeth Burnside, Catherine McCarty, David Page

Affiliations

  1. Department of Computer Sciences Univ. of Wisconsin-Madison.

PMID: 23606924 PMCID: PMC3630518

Abstract

Feature screening is a useful feature selection approach for high-dimensional data when the goal is to identify

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