Not applause. That's fine and a great way of showing appreciation.
It's the "clap along with the music" which makes me cringe. It's like being back at pre-school. Gives me the rage when the kids do it and they now know better than to clap along to the car radio. Gives me the rage even more when some crappy performer tries to encourage audience participation by getting people to clap.
Just NO.