Repository logo

Browsing by Subject "soils classification"

Filter results by typing the first few letters
Now showing 1 - 1 of 1
  • thumbnail.journal.alt
    Item type:Article, Access status: Open Access ,
    Przydatność różnych typów sieci neuronowych w klasyfikacji gleb
    (Wydawnictwa AGH, 2006) Gruszczyński, Stanisław 
    The application of three neural networks algorithm in task soils classification, on the basis of features obtained from analog cartographic documentation, is presented. The MLP (Multi-Layer Perceptron) type net and PNN (Probabilistic Neural Network) give the best classification results among examined algorithms. The PNN and SOM (Self-Organizing Map) combination of net operational results gives more deep classification relations within sphere this study, based among others on fuzzy relationships visualization between complexes in analyzed area.