Depending on the notification type, you can swipe a notification sideway to dismiss it, or tap the X-sign to dismiss all from the list.
To access a notification, tap it and you're taken to the related email, reminder, message or app. The notification then clears automatically from the list where applicable.
Note: When you slide down from the top of the screen, you can also see this Quick Settings icon