 Maurice Chevalier included it in a Cole Porter medley on his farewell album, released on his 80th birthday.Shirley Bassey recorded the song in 1963 for her EP "In Other Words...".In 1958, Polly Bergen and guests Dick Van Dyke and Carol Haney performed "Just One of Those Things" on her short-lived NBC variety show, "The Polly Bergen Show".