There are a few martial arts which call themselves kickboxing, but these days its used most often to refer to a 'K1' style ruleset.
Some of the main aspects of Muay Thai (clinching, elbows, knees, catching kicks) are restricted to some extent in kickboxing, as well as having less rounds and...