Title :
A study of point objects generalization based on rough sets technology
Author :
Wenjing, Li ; Zhiyong, Lin ; Hong, Wang ; Xiaotong, Zhang
Author_Institution :
Coll. of Resources & Environ. Eng., Wuhan Univ. of Sci. & Technol., Wuhan, China
Abstract :
On the basis of the existing methods of point object generalization, and in view of the inadequacy of existing methods, a rough sets idea to resolve the problem of point object generalization is put forward. After analyzing the relationship between the classification thinking of rough sets and map generalization, the feasibility of using rough sets method to generalize point object in map is explained. The methods and steps of generalizing point object with rough sets method are introduced; and the experiment is analyzed.
Keywords :
cartography; pattern classification; rough set theory; map generalization; object classification; point object generalization; rough sets technology; Artificial intelligence; Clustering algorithms; Diffraction; Educational institutions; Fractals; Genetic algorithms; Gravity; Neurons; Remote sensing; Rough sets; classification; map generalization; point object; rough sets;
Conference_Titel :
Geoinformatics, 2009 17th International Conference on
Conference_Location :
Fairfax, VA
Print_ISBN :
978-1-4244-4562-2
Electronic_ISBN :
978-1-4244-4563-9
DOI :
10.1109/GEOINFORMATICS.2009.5293466