Keep disk volumes from automounting in Mac OS X

I currently have two large external drives with a number of partitions I’m using to clean up and organize my accumulated files. I only need to see those volumes when I’m actually doing the organization, and I definitely don’t want to see them when I’m running the App Store, as they really slow things down …