Nonlinear integrals and their applications in data mining
English | 358 pages | Wspc; 1 edition (June 9, 2010) | 9812814671 | PDF | 5.86 Mb

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,