The main objective of the present paper is to derive the integral representation, matrix recurrence relations and matrix differential recurrence relations for the generalized Bessel matrix polynomials. Furthermore, we obtain a class of generating matrix functions for the generalized Bessel matrix polynomials by using the representation of a Lie group theory with the aid of Weisner's method. Some particular cases of interest as well as the applications of our results are also presented out.