Roma lost 3-2 at home to Shakhtar Donetsk in midweek in the Champions League and are down in eighth place in Serie A.
200 fans gathered outside the ground on Saturday and threw flares, requiring police to escort them away and break up the trouble, but Ranieri refused to stand down.