Is this a stock computer or a custom desktop?
Have you tried disabling compiz?
Usually, unless you find a linux users group near you, you'll have to try another distro.
If it keeps happening, you should consider that you may be experiencing a progressive HW failure. RAM can cause this.
http://forums.fedoraforum.org/showthread.php?t=237635