Completely remove some strange iTunes-purchased songs
Unfortunately their is no such way. For the U2 album Apple forced everyone to buy for free, there is a tool to completely remove it SOI-Removal Tool

The only option for your case would be to contact Apple Support in order for them to completely delete those purchases.