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Biomarker identification by knowledge-driven multilevel ICA and motif analysis.

, , , , , , , , and . Int. J. Data Min. Bioinform., 3 (4): 365-381 (2009)

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Biomarker Identification by Knowledge-Driven Multi-Level ICA and Motif Analysis., , , , , , , , and . ICMLA, page 560-566. IEEE Computer Society, (2007)Matched Gene Selection and Committee Classifier for Molecular Classification of Heterogeneous Diseases., , , , , , , , and . J. Mach. Learn. Res., (2010)GIST: A Gibbs sampler to identify intracellular signal transduction pathways., , , , , , and . EMBC, page 2434-2437. IEEE, (2011)UNDO: a Bioconductor R package for unsupervised deconvolution of mixed gene expressions in tumor samples., , , , , , , , and . Bioinform., 31 (1): 137-139 (2015)Regulatory component analysis: A semi-blind extraction approach to infer gene regulatory networks with imperfect biological knowledge., , , , and . Signal Process., 92 (8): 1902-1915 (2012)Knowledge-fused differential dependency network models for detecting significant rewiring in biological networks., , , , , , , , and . BMC Syst. Biol., (2014)KDDN: an open-source Cytoscape app for constructing differential dependency networks with significant rewiring., , , , , , , , and . Bioinform., 31 (2): 287-289 (2015)Knowledge-guided differential dependency network learning for detecting structural changes in biological networks., , , and . BCB, page 254-263. ACM, (2011)DDN: a caBIG® analytical tool for differential network analysis., , , , , , , , , and 1 other author(s). Bioinform., 27 (7): 1036-1038 (2011)