Abstract: In complex process industries, multivariate time sequences are omnipresent, whose nonlinearities and dynamics present two major challenges for soft sensing of important quality variables.
Abstract: A large amount of data is needed to increase performance in learning algorithms. In many fields such as health, dataset size is limited due to the difficulty of data collection and ethical ...
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