T. Denoeux. Maximum likelihood estimation from fuzzy data using the EM algorithm. Fuzzy Sets and Systems, accepted for publication, 2011. pdf

P.-A. Hébert, M.-H. Masson and T. Denoeux. Fuzzy multidimensional scaling. Computational Statistics and Data Analysis, 51(1):335-359, 2006. pdf

M.-H. Masson and T. Denoeux. Inferring a possibility distribution from empirical data. Fuzzy Sets and Systems, 157(3):319-340, 2006. pdf

T. Denoeux, M.-H. Masson and P.-A. Hébert. Nonparametric rank-based statistics and significance tests for fuzzy data. Fuzzy Sets and Systems, 153(1):1-28, 2005. postscript

T. Denoeux and M.-H. Masson. Principal component analysis of fuzzy data using autoassociative neural networks. IEEE Transactions on Fuzzy Systems, 12(3):336-349, 2004. postscript

M.-H. Masson and T. Denoeux. Multidimensional scaling of fuzzy dissimilarity data. Fuzzy Sets and Systems, 128 (3):339-352, 2002. postscript

T. Denoeux and M.-H. Masson. Multidimensional scaling of interval-valued dissimilarity data. Pattern Recognition Letters, 21:83-92, 2000. pdf