Top Algorithms in Data Mining (2008) [pdf]
Is it just me, or was anyone else taken aback by an academic article using a linkbait-esque title?  I'm sure the title is perfectly reasonable, given that it's a survey paper, but the past few years of being bombarded with articles like "10 weird tricks to optimize your everything" immediately triggers my skeptical meter. Funny how the internet warps the brain.