69 citations · 129 across the 9 of their papers we have counts for
3 papers · 1 filter
Group Factor Analysis
Arto Klami, Seppo Virtanen, Eemeli Leppäaho +1
Factor analysis provides linear factors that describe relationships between individual variables of a data set. We extend this classical formulation into linear factors that descri…
Identification of structural features in chemicals associated with cancer drug response: A systematic data-driven analysis
Suleiman A Khan, Seppo Virtanen, Olli P Kallioniemi +3
Motivation: Analysis of relationships of drug structure to biological response is key to understanding off-target and unexpected drug effects, and for developing hypotheses on how…
Bayesian Group Factor Analysis
Seppo Virtanen, Arto Klami, Suleiman A. Khan +1
We introduce a factor analysis model that summarizes the dependencies between observed variable groups, instead of dependencies between individual variables as standard factor anal…