Quadrature-Inspired Generalized Choquet Integral in an Application to Classification Problems

Quadrature-Inspired Generalized Choquet Integral in an Application to Classification Problems

Correct classification remains a challenge for researchers and practitioners developing algorithms. Even a minor enhancement in classification quality, for instance, can significantly boost the effectiveness of detecting conditions or anomalies in safety data. One solution to this challenge involves...

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Bibliographic Details
Main Authors: Pawel Karczmarek, Micha Dolecki, Pawel Powroznik, Zbigniew A. Lagodowski, Adam Gregosiewicz, Lukasz Galka, Witold Pedrycz, Dariusz Czerwinski, Kamil Jonak
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Aggregation
anomaly detection
Choquet integral
generalized Choquet integral
numerical quadratures
many classifiers
Online Access:https://ieeexplore.ieee.org/document/10309118/

Internet

https://ieeexplore.ieee.org/document/10309118/

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