Title :
Bottom-up fuzzy partitioning in fuzzy decision trees
Author :
Fajfer, Maciej ; Janikow, Cezary Z.
Author_Institution :
Dept. of Math. & Comput. Sci., Missouri Univ., St. Louis, MO, USA
Abstract :
FID is a publicly available fuzzy decision tree software package for classifying fuzzy data. This paper describes a new bottom-up domain partitioning technique, which has just been implemented to complement the previously available top-down technique
Keywords :
decision trees; fuzzy set theory; mathematics computing; pattern classification; public domain software; FID software package; bottom-up fuzzy partitioning; domain partitioning technique; fuzzy data classification; fuzzy decision trees; publicly available software; Classification tree analysis; Computer science; Decision trees; Fuzzy reasoning; Fuzzy sets; Mathematics; Noise measurement; Partitioning algorithms; Size measurement; Training data;
Conference_Titel :
Fuzzy Information Processing Society, 2000. NAFIPS. 19th International Conference of the North American
Conference_Location :
Atlanta, GA
Print_ISBN :
0-7803-6274-8
DOI :
10.1109/NAFIPS.2000.877446
