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Classification of process dynamics with Monte Carlo singular spectrum analysis
Identification of non-linear systems can be a daunting task and in the process industries the problem is complicated considerably by the presence of noise from various sources, non-stationarity of the data and intermittence, ...
Non-linear system identification of an autocatalytic reactor using least squares support vector machines
The concepts behind support vector machines are very interesting both in theory and in practice, as they are based on a universal constructive learning procedure derived from the statistical learning theory developed by ...