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Topics for PhD Theses

  • Abstract Algebraic Logic
    (Petr Cintula)
  • Substructural Logics and Residuated Lattices
    (Petr Cintula Rostislav Horčík, Zuzana Haniková)
  • Classification Trees and Forests
    (Petr Savický)
    Classification trees and their ensembles, which are called classification forests, are a suitable method of a prediction of an unknown class on the basis of known numerical or categorial attributes for complex distributions, if a sufficient amount of training cases is available. The typical methods of this type are CART, C4.5, Random Forests. The goal of the work is to investigate the properties of the methods and their modifications.
  • Complexity Measures of Neural Networks
    (Jiří Šíma)   
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