Wang Z., Yang R., Leung K.-S. Nonlinear Integrals And Their Applications In Data Mining

World Scientific Publishing Company, 2010. - 360 pages.Regarding the set of all feature attributes in a given database as the universal set, this monograph discusses various nonadditive set functions that describe the interaction among the contributions from feature attributes towards a considered target attribute. Then, the relevant nonlinear integrals are investigated. These integrals can be applied as aggregation tools in information fusion and data mining, such as synthetic evaluation, nonlinear multiregressions, and nonlinear classifications.