Title :
Linguistic data mining and fuzzy modelling
Author :
Hirota, Kaoru ; Pedrycz, Witold
Author_Institution :
Dept. of Syst. Sci., Tokyo Inst. of Technol., Yokohama, Japan
Abstract :
The study is devoted to the concept of data mining formulated in the setting of fuzzy sets. It is shown that the essence of revealing relationships within the data sets lies in context dependent search being formulated by the user. Some crucial links between data mining and fuzzy modelling are identified. Numerical experiments are also provided
Keywords :
fuzzy set theory; knowledge acquisition; pattern recognition; context dependent search; fuzzy modelling; fuzzy sets; linguistic data mining; Algorithm design and analysis; Context modeling; Data engineering; Data mining; Focusing; Fuzzy sets; Image analysis; Information analysis; NASA; Road transportation;
Conference_Titel :
Fuzzy Systems, 1996., Proceedings of the Fifth IEEE International Conference on
Conference_Location :
New Orleans, LA
Print_ISBN :
0-7803-3645-3
DOI :
10.1109/FUZZY.1996.552395
