Towards Active Simulation Data Mining

10/27/2020

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by   Katharina Morik, et al.

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Simulations have recently been considered as data generators for machine learning. However, the high computational cost associated with them requires a smart sampling of what to simulate. We distinguish between two scenarios of simulation data mining, which can be optimized with active learning and active class selection.