DocumentCode
3110141
Title
Higher Order Voronoi Diagrams for Concept Boundaries and Tessellations
Author
Lee, Ickjai ; Lee, Kyungmi
Author_Institution
James Cook Univ., Townsville
fYear
2007
fDate
11-13 July 2007
Firstpage
513
Lastpage
518
Abstract
Representing concepts and their boundaries is of great importance in concept learning and formation. We introduce a flexible framework for representing concept boundaries and tessellations through the higher order Voronoi diagrams. The framework provides different levels of concept granularity modelling vagueness and indeterminacy of concept boundaries. The proposed approach robustly supports concept learning and formation.
Keywords
computational geometry; learning (artificial intelligence); Voronoi diagrams; concept boundary; concept formation; concept granularity modelling; concept learning; concept representation; indeterminacy; tessellation; vagueness; Application software; Australia; Bridges; Knowledge representation; Machine learning; Multidimensional systems; Object recognition; Physics; Prototypes; Robustness;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer and Information Science, 2007. ICIS 2007. 6th IEEE/ACIS International Conference on
Conference_Location
Melbourne, Qld.
Print_ISBN
0-7695-2841-4
Type
conf
DOI
10.1109/ICIS.2007.106
Filename
4276433
Link To Document