The performance of mutual information for mixture of bivariate normal disatributions based on robust kernel estimation.

• Main Authors: Dadkhah, Kourosh, Midi, Habshah
• 格式: Article
• 語言: English; English
• 出版: Hikari Ltd 2010
• 在線閱讀: http://psasir.upm.edu.my/id/eprint/17263/1/The%20performance%20of%20mutual%20information%20for%20mixture%20of%20bivariate%20normal%20disatributions%20based%20on%20robust%20kernel%20estimation.pdf; http://psasir.upm.edu.my/id/eprint/17263/

Mutual Information (MI) measures the degree of association between variables in nonlinear model as well as linear models. It can also be used to measure the dependency between variables in mixture distribution. The MI is estimated based on the estimated values of the joint density function and the...