602 citations · 605 across the 10 of their papers we have counts for
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stat.ML2020★ 2 cited
Bidimensional linked matrix factorization for pan-omics pan-cancer analysis
Eric F. Lock, Jun Young Park, Katherine A. Hoadley
Several modern applications require the integration of multiple large data matrices that have shared rows and/or columns. For example, cancer studies that integrate multiple omics…
stat.ML2011★ 602 cited
Joint and individual variation explained (JIVE) for integrated analysis of multiple data types
Eric F. Lock, Katherine A. Hoadley, J. S. Marron +1
Research in several fields now requires the analysis of data sets in which multiple high-dimensional types of data are available for a common set of objects. In particular, The Can…