Predicting binding of transcriptional regulators with a two-way latent grouping model

Reference:

Samuel Kaski, Eerika Savia, and Kai Puolamäki. Predicting binding of transcriptional regulators with a two-way latent grouping model. Poster in ISMB 2005, the 13th Annual International Conference on Intelligent Systems for Molecular Biology, Detroit, Michigan, June 25-29, 2005.

Abstract:

Binding of transcriptional regulators can be measured genome-wide to reveal regulatory networks. The measurements are noisy and expensive, however. We model existing binding data in order to predict binding for new factors or genes, assuming groups of genes and groups of transcription factors have similar binding patterns.

Suggested BibTeX entry:

@misc{Kaski05ismb,
    author = {Samuel Kaski and Eerika Savia and Kai Puolam{\"a}ki},
    howpublished = {Poster in ISMB 2005, the 13th Annual International Conference on Intelligent Systems for Molecular Biology, Detroit, Michigan, June 25-29},
    title = {Predicting binding of transcriptional regulators with a two-way latent grouping model},
    year = {2005},
}