Rough Sets, Coverings and Incomplete Information

作者: Inés Couso , Didier Dubois

DOI: 10.3233/FI-2011-421

关键词:

摘要: Rough sets are often induced by descriptions of objects based on the precise observations an insufficient number attributes. In this paper, we study generalizations rough to incomplete information systems, involving imprecise The role covering-based approximations that extend standard in presence about attribute values is described. setting, a covering encodes set possible partitions objects. A natural semantics two generalisations case (or non transitive tolerance relation) laid bare. It shown uncertainty due granularity description attributes and superposed, whereby upper lower themselves (in Pawlak's sense) become ill-known, each being bracketed nested sets. notion measure accuracy extended generalization construct fuzzy mappings outlined.

参考文章(30)
Rudolf Kruse, Klaus Dieter Meyer, Statistics with vague data ,(1987)
Pulak Samanta, Mihir Kumar Chakraborty, Covering Based Approaches to Rough Sets and Implication Lattices Lecture Notes in Computer Science. pp. 127- 134 ,(2009) , 10.1007/978-3-642-10646-0_15
Y. Y. Yao, On Generalizing Rough Set Theory Lecture Notes in Computer Science. pp. 44- 51 ,(2003) , 10.1007/3-540-39205-X_6
Michinori Nakata, Hiroshi Sakai, Lower and upper approximations in data tables containing possibilistic information Transactions on rough sets VII. ,vol. 7, pp. 170- 189 ,(2007) , 10.1007/978-3-540-71663-1_11
Y.Y. Yao, Interval-set algebra for qualitative knowledge representation international conference on computing and information. pp. 370- 374 ,(1993) , 10.1109/ICCI.1993.315346
Didier Dubois, Henri Prade, Twofold fuzzy sets and rough sets—Some issues in knowledge representation Fuzzy Sets and Systems. ,vol. 23, pp. 3- 18 ,(1987) , 10.1016/0165-0114(87)90096-0
Cédric Baudrit, Inés Couso, Didier Dubois, Joint propagation of probability and possibility in risk analysis: Towards a formal framework International Journal of Approximate Reasoning. ,vol. 45, pp. 82- 105 ,(2007) , 10.1016/J.IJAR.2006.07.001
Ewa Orłowska, Zdzisław Pawlak, Representation of nondeterministic information Theoretical Computer Science. ,vol. 29, pp. 27- 39 ,(1984) , 10.1016/0304-3975(84)90010-0
Pedro Gil, Inés Couso, Susana Montes, The necessity of the strong a-cuts of a fuzzy set International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems. ,vol. 9, pp. 249- 262 ,(2001) , 10.1016/S0218-4885(01)00078-8
Witold Lipski, On Databases with Incomplete Information Journal of the ACM. ,vol. 28, pp. 41- 70 ,(1981) , 10.1145/322234.322239