75 citations · 100 across the 11 of their papers we have counts for
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math.OC2018★ 75 cited
Continuous time Gaussian process dynamical models in gene regulatory network inference
Atte Aalto, Lauri Viitasaari, Pauliina Ilmonen +2
One of the focus areas of modern scientific research is to reveal mysteries related to genes and their interactions. The dynamic interactions between genes can be encoded into a ge…
stat.ME2018★ 2 cited
Bayesian variable selection in linear dynamical systems
Atte Aalto, Jorge Goncalves
We develop a method for reconstructing regulatory interconnection networks between variables evolving according to a linear dynamical system. The work is motivated by the problem o…