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This paper presents a novel MAP fitting method. As many recent fitting methods, it is based on the separate fitting of the distribution of the inter-arrival times and the correlation structure of the arrival process. We assume that a Phase-type(PH) distribution representing the inter-arrival times is available. Our procedure obtains a MAP featuring the prescribed PH distributed inter-arrival times...
Steelmaking with a Linz-Donawitz converter is a complex industrial process, where, due to the lack of exact mathematical (physical-chemical) models, the construction of a black-box model based on noisy and imprecise data is required. To construct a good model, a large number of such input-output samples should be used, which calls for a method that is sparse, in the sense that the resulting model...
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