7 Techniques to Handle Imbalanced Data by Ye Wu & Rick Radewagen via @kdnuggets

This blog post introduces seven techniques that are commonly applied in domains like intrusion detection or real-time bidding, because the datasets are often extremely imbalanced.

Good blog post worth reading.