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In practice engineering, some process parameters, which are pivotal to enhance the product ability, can not be monitored online and offline. In this paper, two methods are proposed for monitoring the so-called unmeasured parameters such as level of coal powder in power plant. The first model is nonlinear PLS model based on precise training samples, and the second one is evidential soft sensor model...
Automatic target recognition technique, based on the projections in the samples range space, can be availably used in SAR target recognition. It requires that the relativity between the range spaces of different targets should be minimal. However, the relativity between the corresponding range spaces is very big if the different targets have similar appearance and structure, which will considerably...
In this paper, a robust adaptive version of evidence theoretic k-NN classification rule was proposed. In the robust rule, an adaptive distance metric was proposed to be used instead of the Euclidean distance metric. All the parameters brought in by the proposed adaptive distance metric and some other important structural parameters fixed in the original rule are optimized based on training set by...
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