We extend the notion of generalized Drazin-Riesz inverse introduced for bounded linear operators in [32] to elements in a complex unital semi-simple Banach algebra. Several characterizations and properties of generalized Drazin-Riesz invertible elements are given. In particular, we extend those of [1,13,32].