"Qui est-ce ?" is correct. "Quoi est-ce ?" is not. "Quand est-ce" and "Où est-ce" work. "Comment est-ce ?" doesn't really work by itself but could work with something after it, like "Comment est ce film ?".

All of these work and sound more natural in spoken language if you flip and say C'est quoi ? C'est qui ? C'est quand ? etc.