Jon, Kleinberg; Christos, Papadimitriou; Prabhakar, Raghavan
A Microeconomic View of Data Mining
We present a rigorous framework, based on optimization, for evaluating data mining operations such as associations and clustering, in terms of their utility in decision-making. This framework leads quickly to some interesting computational problems related to sensitivity analysis, segmentation and the theory of games.
http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.pngData Mining and Knowledge DiscoverySpringer Journalshttp://www.deepdyve.com/lp/springer-journals/a-microeconomic-view-of-data-mining-JIyfflHKIN