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Learning monotone nonlinear models using the Choquet integral

✍ Scribed by Fallah Tehrani, Ali; Cheng, Weiwei; Dembczyński, Krzysztof; Hüllermeier, Eyke

Book ID
118805421
Publisher
Springer
Year
2012
Tongue
English
Weight
925 KB
Volume
89
Category
Article
ISSN
0885-6125

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Choquet integral and multistep Choquet integrals have been used in recent years as models for decision making and information aggregation. Such models can be used to fuse information when information sources are not independent. A basic property of such models is that their output is monotonically i