It happens on my wifes mazda 2 and her Almera before that. She had the idea of adjusting the winder handles so that they were fully downwards when the window is fully up. Hopefully gravity acting on the handle will stop the window coming down as oppose to helping the window come down by it being in the 10 o'clock position for example.
I haven't tried it yet but it might work.