Looking for some good recommendations, thanks!
There's a pretty good collection in this thread from Cross Validated:
Same goes for this Quora question. This one includes the Elements of Statistical Learning, which, though not clustering-algorithm specific, I can definitely endorse as being a very useful book:
This one seems to have some specific recommendations for applied papers: