On the Regressand Noise Problem: Model Robustness and Synergy With Regression-Adapted Noise Filters

This research focuses on analyzing the robustness of different regression paradigms under regressand noise, which has not been examined in depth in the specialized literature. Furthermore, their synergy with fourteen noise preprocessing techniques adapted from the field of classification, known as n...

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Bibliographic Details
Main Authors: Juan Martin, Jose A. Saez, Emilio Corchado
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9585469/

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