To modify an order, you can either click on:
1. The star in the order book, or
2. The pencil icon in the 'open orders' tab (near bottom of the 'Trade' page)
This will open a 'modify order' dialog in which you can modify the amount and/or price.
You can also use that dialog to cancel the order.