Covariance is a way to measure how two complex uncertain variables change together. To make it easier to calculate, two formulas for covariance and pseudo-covariance of complex uncertain variables have been developed. By using the inverse uncertainty distribution, the researchers proved theorems and provided formulas to calculate the covariance. The main results and findings are explained through various examples.