The Potters went down 1-0 to both Aston Villa and Leicester City as Stoke are yet to win a point on home soil.
City won 34 of their 45 points at the Britannia under Tony Pulis in the 2008-09 campaign, and Hughes wants his troops to replicate that form for the remainder of this season.
"We have not got a point on home soil at the moment but we have another chance to put that right on Monday," he told reporters.
"The match against Aston Villa was a poor performance but we improved greatly against Leicester and I was more happy with the level of form that we showed in that match.
"Our away form has been very good recently - towards the end of last season and into this one. We are all working hard in training and looking to make the Britannia a fortress again."
Stoke host Newcastle United on Monday night.