Before revision:  We also developed a variant expectation-maximum (EM) algorithm to estimate the model parameters and verified them based on a real-world data set.
After revision:  We also developed a variant expectation-maximum (EM) algorithm to estimate the model parameters and verified it based on a real-world data set.