Neural networks : the official journal of the International Neural Network Society
An enhancing framework with an emphasis on decision balance in ensemble regression.
Xiaoning Li, Min Guo, Qiancheng Yu, Kaiguang Wang, Cai Dai, Zhiqiang Li
Published: 202510.1016/j.neunet.2025.108498
Abstract
Current ensemble regression learning (ERL) faces two primary limitations: first, traditional fusion strategies overlook the intrinsic complexity of the ensemble's group decision-making (GDM) process; second, the pursuit of diversity exacerbates ensem…
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