Is your door bell hard wired with a transformer or is it a radio activated one, like a garage door opener? Sounds like it is radio signal activated. Check the batteries, but, more probably, a radio signal from another device is activating it.
There have been several long threads here about the good and bad points of both types of door bell systems. You might do a search.