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Rough Neural Network Classifier,ence. Now, the catalogue of neural networks is quite rich including many recurrent networks (NN) like Hopfield NN, Boltzmann machine, restricted Boltzmann machine, dynamic neural networks and deep neural networks. The most spectacular results are obtained using a few types of deep convolutional networks.故意钓到白杨 发表于 2025-3-22 07:56:20
Rough Nearest Neighbour Classifier,tion is really high. In this chapter, a rough version of the algorithm will be presented. At the beginning, the basic version of the .-nearest neighbour classifier will be recalled, and then a rough version prepared for missing data will be proposed.Epidural-Space 发表于 2025-3-22 08:52:45
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Rough Set Theory Fundamentals,e International Journal of Computer and Information Sciences Pawlak (Int J Comput Inf Sci 11:341–356, 1982 [.]). This theory shows that a description of objects in our environment can be more or less detailed. A description can contain information about various features, and the precision of this inRestenosis 发表于 2025-3-22 22:30:20
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Rough Nearest Neighbour Classifier,an be easily adapted to work with missing data using simple marginalisation or other preprocessing [., ., ., .]. Moreover, the efficiency of this solution is really high. In this chapter, a rough version of the algorithm will be presented. At the beginning, the basic version of the .-nearest neighbo