Pattern recognition of sacroileitis with the use of multistage logic with a fuzzy loss function

Szczegóły
Opis

Tytuł:: Pattern recognition of sacroileitis with the use of multistage logic with a fuzzy loss function
Autorzy:: Burduk, R.
Tematy:: multistage classifier
sacroiletis
fuzzy loss function
k-nearest neighbor method
Data publikacji:: 2004
Wydawca:: Politechnika Gdańska
Język:: angielski
Prawa:: CC BY: Creative Commons Uznanie autorstwa 4.0
Źródło:: TASK Quarterly. Scientific Bulletin of Academic Computer Centre in Gdansk; 2004, 8, 2; 217-221
1428-6394
Dostawca treści:: Biblioteka Nauki
: Artykuł

Przejdź do źródła

The article describes the problem of pattern recognition of sacroileitis. Classification is based on a scheme of multistage recognition with a fuzzy loss function dependent on the node of the decision tree. Decision rules are based on k-nearest neighbors at particular internal nodes of the decision-tree. Paper presents influence of comparison fuzzy numbers on classifications results.

Informacja

Pattern recognition of sacroileitis with the use of multistage logic with a fuzzy loss function