8 citations · 19 across the 5 of their papers we have counts for
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stat.ME2016★ 5 cited
Automatic monotonicity detection for Gaussian Processes
Eero Siivola, Juho Piironen, Aki Vehtari
We propose a new method for automatically detecting monotonic input-output relationships from data using Gaussian Process (GP) models with virtual derivative observations. Our resu…
cs.SE2016
Requirement verification in simulation-based automation testing
Eero Siivola, Seppo Sierla, Hannu Niemistö +2
The emergence of the Industrial Internet results in an increasing number of complicated temporal interdependencies between automation systems and the processes to be controlled. Th…