I found the cause of the occasional reboot of the computer. The power lead was loose!
OLBPre.exe was a backup system that I guess I installed several months ago, I can't remember. Deleting it seems to have stopped the thing that pops up when the computer restarts.
My guess is that it's been like that for a long time, and it was only when the power lead came loose that it became noticable.