| Título: | Dominance-based Matrix algorithm for Knowledge Reductions in Incomplete Fuzzy Information System |
| Autores: |
Fan, Lixin; Shaoxing University Wu, Qiang; Shaoxing University |
| Fecha: | 2013-07-03 |
| Publicador: | TELKOMNIKA: Indonesian journal of electrical engineering |
| Fuente: |
 |
| Tipo: |
info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion |
| Tema: | Incomplete Fuzzy Information System; knowledge granulation; rough entropy; dominance matrix; knowledge reduction |
| Descripción: | In this paper，definitions of knowledge granulation and rough entropy are proposed based on dominance relations in incomplete fuzzy information system, and important properties are obtained. It can be found that using the definitions can measure uncertainty of an attribute set in the incomplete fuzzy information systems. A matrix algorithm for attributes reduction is acquired in the systems. An example illustrates the validity of this algorithm, and results of compared with other existing methods show that the algorithm is an efficient tool for data mining. |
| Idioma: | Inglés |