Yes, that's when I find the Nokians most effective - on ice, icy hardpack snow - the stuff that refreezes overnight. They are pricey; check with your LBS for quotes. I got mine on ebay brand new, but lucked into that (and still paid quite a bit).

Fenders are good for me so far. The icebike site is great.