Dunfermline are without the injured quartet of Neil McGregor, Andy Dowie, Nicky Phinn and Steven Bell.
Striker Graham Bayne will make a second appearance as a trialist as the Pars look to catch leaders Raith Rovers.
Stirling Albion manager Jocky Scott: "We have shown improvements in defence and attack over recent games, but Dunfermline will come here boosted by their win at Falkirk.
"We have to be prepared to put on a great performance to take something from this game and start moving forward."
Dunfermline manager Jim McIntyre: "We didn't start well at Falkirk and we need to do that better at Stirling.
"They will battle for everything under Jocky Scott and there is a lot of football still to be played in this division regardless of what happens in this game, so while it would be great to go top, there is a long way to go."
Source: BBC Sport
Source: BBC Sport