I run Gnome (Ubuntu currently) and have minor stability issues. I also just... kinda don't like it. Previously I was running Fedora and liked it more but again, stability issues (which was what I was hoping to solve moving to Ubuntu).

Do you have any suggestions for a novice friendly distro that has (or can easily be set up to have) a dock and hot corner window switching like gnome under KDE?