fish do tend to seek warmer water in cold months.
active large fish will sometimes patrol the shallowsunder ice, like nothern and bass. I will often set a large minnow on a tip up 6 inches under the ice in four foot of water for such.
They are spooky in shallow water, whether on ice or open.
good luck.