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Piotr Artiemjew
Granular computing techniques are a huge discipline in which the basic component is to operate on groups of similar objects according to a fixed similarity measure. The first references to the granular computing can be seen in the works of Zadeh in fuzzy...
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Piotr Artiemjew and Krzysztof Krzysztof Ropiak
This paper is a continuation of works based on a previously developed new granulation method?homogeneous granulation. The most important new feature of this method compared to our previous ones is that there is no need to estimate optimal parameters. App...
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Krzysztof Ropiak and Piotr Artiemjew
The set of heuristics constituting the methods of deep learning has proved very efficient in complex problems of artificial intelligence such as pattern recognition, speech recognition, etc., solving them with better accuracy than previously applied meth...
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