Are you sure it's re-arranging furniture, for one, and not some other noise? The lift in our apartment complex makes similar noises.
That being said, some neighbours are just impossible.
I had a woman living above me who laughed at night (sounding totally crazy), made other frustrating noises, like a computer going 'bling' for a whole weekend every few seconds, and eventually flooded her flat so it started raining in my home, didn't answer on the door even after I called the building manager (they had to talk their way in).
And then vanished and didn't return any calls so it took months to repair the damage because they couldn't get to the flat where the flooding happened.
Also, my sister had a neighbour once who liked to play electric quitar middle of the night. And was a total douche about it and in general because his parents owned the building or something.