check the following paper:

Bayesian Nonlinear Support Vector Machines for Big Data

hope it helps you

If you are looking to latest research about support vector machine and Naive bayes, please chech these papers:

1-

Arabic text categorization using support vector machine, Naïve Bayes and neural network.

2-

Bayesian Nonlinear Support Vector Machines for Big Data

3-

Bagging based Support Vector Machines for spatial prediction of landslides.

i hope this is what you are looking for

The file is attached. please check

Thanks dear Yusra,

I have seen the paper you mentioned, but it is not what I am looking for.

I just wonder if there is any review paper on Bayesian SVM.

Anyway, thanks for your answer

Yusra Al-Najjar

Dear Mohammed Khalaf ,

It is not what I am looking for, but the papers were useful.

Thanks so much

Thanks dear Masood Habib

The paper is very good, however it is dealing with the non-liner SVM.

I wonder if there is any review papers on the Bayesian SVM, in general.

Thanks for your comment.