Top Papers in Data Science Survey

In KDNuggets, a summary of trends and interesting papers in data science in 2014, done by a survey of its readers.   Overviews, readily scannable even if you don't want to dive into the technical depths, mostly from academic sources, and in many cases links to the papers mentioned.  In a number of problem domains.