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en:software:fem [2011/08/11 17:27] tdenoeuxen:software:fem [2011/08/11 17:30] (current) tdenoeux
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 The toolbox provides functions for the following problems: The toolbox provides functions for the following problems:
  
-normal mean and variance estimation from trapezoidal fuzzy data;  +  * normal mean and variance estimation from trapezoidal fuzzy data;  
-multiple linear regression with crisp inputs and trapezoidal fuzzy outputs; +  multiple linear regression with crisp inputs and trapezoidal fuzzy outputs; 
-univariate finite normal mixture estimation from trapezoidal fuzzy data.+  univariate finite normal mixture estimation from trapezoidal fuzzy data.
  
-References:+Reference:
  
-  - T. Denoeux. Maximum likelihood from evidential data: an extension of the EM algorithm. In C. Borgelt et al. (Eds), Combining soft computing and statistical methods in data analysis (Proceedings of SMPS 2010OviedoSpainSeptember 28 - October 1, 2010), Advances in Intelligent and Soft Computing, pages 181-188, Springer, 2010. {{en:publi:id178.pdf|pdf}} +T. Denoeux. Maximum likelihood estimation from fuzzy data using the  EM algorithm. Fuzzy Sets and Systemsaccepted for publication2011doi:10.1016/j.fss.2011.05.022. {{en:publi:fem_v4.pdf|pdf}}
-  - T. Denoeux, Maximum likelihood estimation from Uncertain Data in the Belief Function Framework, IEEE Transactions on Knowledge and Data Engineering (to appear), 2011.+
  
-{{en:software:e2m.zip|Download}}+{{en:software:fem.zip|Download}}
  

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