Abstract
A novel collaborative clustering is proposed through the use of rough sets. The Davies-Bouldin clustering validity index is extended to the rough framework, to generate the optimal number of clusters during collaboration.
- Title
- Collaborative Rough Clustering
- Creators - without role
- Sushmita Mitra - Indian Statistical InstituteHaider Banka - Indian Statistical InstituteWitold Pedrycz - University of Alberta
- Publication Details
- Pattern Recognition and Machine Intelligence, pp.768-773
- Series
- Lecture Notes in Computer Science
- Publisher
- Springer Berlin Heidelberg; Berlin, Heidelberg
- Identifiers
- 9935841508331
- Academic Unit
- King Abdulaziz University
- Language
- English
- Resource Type
- Book chapter