While The Unfamiliar Garden by Benjamin Percy could certainly classify as a horror novel, I found it to be less scary and more of a science-fiction thriller.
The Apocalypse Seven by Gene Doucette tells of seven people wake up one morning and slowly realize the rest of humanity has simply vanished.