Recovery from aborted Mass Delete

I have been merging libraries for the past few days and Selected to delete a large number of books, I double-clicked enter, not fully realizing what the 2nd prompt said until after I hit enter. I attempted to hit the abort button repeatedly to no avail, I Alt-F4'd but it did not put the deleted files in the recycle bin.
Is there any way to recover these files?