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.
|Title of host publication||Computer and Information Science|
|Subtitle of host publication||IEEE/ACIS International Conference (ICIS)|
|Editors||R. Lee, M.U. Chowdhury, S. Ray, T. Lee|
|Place of Publication||Los Alamitos, CA, USA|
|Publisher||IEEE Computer Society|
|Number of pages||6|
|Publication status||Published - 2007|
|Event||Institute of Electrical and Electronics Engineers (IEEE) - Melbourne, VIC Australia, Australia|
Duration: 11 Jul 2007 → 13 Jul 2007
|Conference||Institute of Electrical and Electronics Engineers (IEEE)|
|Period||11/07/07 → 13/07/07|
Lee, I., & Lee, K. (2007). Higher Order Voronoi Diagrams for Concept Boundaries and Tessellations. In R. Lee, M. U. Chowdhury, S. Ray, & T. Lee (Eds.), Computer and Information Science: IEEE/ACIS International Conference (ICIS) (pp. 513-518). IEEE Computer Society.