I\'ve heard about the Apriori algorithm several times before but never got the time or the opportunity to dig into it, can anyone explain to me in a simple way the workings
See Top 10 algorithms in data mining (free access) or The Top Ten Algorithms in Data Mining. The latter gives a detailed description of the algorithm, together with details on how to get optimized implementations.