What do I use to clean aluminum rims?

I recently bought a 2000 Ford explorer and the rims are aluminum and they have a gross white oxidized look to them and I was wondering is there anything that can remove that. And is this product something that I can find at a local Auto Zone?

Get Mothers. I believe you can get it at auto zone or wal mart but its awesome! Or a magic eraser. Both work great.