A Proposal of Fuzzy Correspondence Analysis Based on Flexible Data Mining Techniques

作者: Julio Calero , Gabriel Delgado , José-María Serrano , Daniel Sánchez , María-Amparo Vila

DOI: 10.1007/978-3-540-44465-7_55

关键词:

摘要: Correspondence analysis can be seen as a first stage in several information fusion tasks, specially the case of integrating different classifications set objects. Although existing statistic tools applied to analyze correspondences between partitions, they seem not suitable when data is affected by imprecision or uncertainty. In this paper, we make proposal correspondence terms mining fuzzy partitions are defined over

参考文章(11)
D. Sánchez, G. Delgado, M. A. Vila, J. M. Serrano, J. Calero, V. Aranda, Using data mining techniques to analyze correspondences between user and scientific knowledge in an agricultural environment international conference on enterprise information systems. pp. 75- 89 ,(2003)
Wojciech Ziarko, The Discovery, Analysis, and Representation of Data Dependencies in Databases. Knowledge Discovery in Databases. pp. 195- 212 ,(1991)
Edward H. Shortliffe, Bruce G. Buchanan, A model of inexact reasoning in medicine Bellman Prize in Mathematical Biosciences. ,vol. 23, pp. 259- 275 ,(1990) , 10.1016/0025-5564(75)90047-4
P. De Bra, J. Paredaens, Horizontal Decompositions for Handling Exceptions to Functional Dependencies Advances in Data Base Theory. pp. 123- 141 ,(1984) , 10.1007/978-1-4615-9385-0_5
William J Frawley, Christopher J Matheus, Knowledge Discovery in Databases MIT Press. ,(1991)
Lotfi A. Zadeh, A computational approach to fuzzy quantifiers in natural languages Computers & Mathematics with Applications. ,vol. 9, pp. 149- 184 ,(1983) , 10.1016/0898-1221(83)90013-5
F. Berzal, I. Blanco, D. Sánchez, J.M. Serrano, M.A. Vila, A definition for fuzzy approximate dependencies Fuzzy Sets and Systems. ,vol. 149, pp. 105- 129 ,(2005) , 10.1016/J.FSS.2004.07.012
P. Bosc, L. Lietard, O. Pivert, Functional dependencies revisited under graduality and imprecision north american fuzzy information processing society. pp. 57- 62 ,(1997) , 10.1109/NAFIPS.1997.624011
Miguel Delgado, Nicolás Marín, Daniel Sánchez, M-A Vila, Fuzzy association rules: general model and applications IEEE Transactions on Fuzzy Systems. ,vol. 11, pp. 214- 225 ,(2003) , 10.1109/TFUZZ.2003.809896
Rakesh Agrawal, Tomasz Imieliński, Arun Swami, Mining association rules between sets of items in large databases Proceedings of the 1993 ACM SIGMOD international conference on Management of data - SIGMOD '93. ,vol. 22, pp. 207- 216 ,(1993) , 10.1145/170035.170072