A research on face cognition method with deep ensemble learning and feedback mechanism

F Yeping, Y Desheng, M Dong, J Dian… - … and Computer Aided …, 2019 - ieeexplore.ieee.org
… In order to further demonstrate the advantages of the face intelligence feedback cognitive …
As can be seen from Table I, the deep ensemble learning-based face intelligent feedback

Joint feedback and recurrent deraining network with ensemble learning

Y Luo, M Wu, Q Huang, J Zhu, J Ling, B Sheng - The Visual Computer, 2022 - Springer
feedback mechanism, residual dilated aggregation attention module and ensemble learning
… We apply the feedback mechanism to fully utilize the effective information by refining the low…

Intelligent feedback cognition of greengage grade based on deep ensemble learning

W Li, Z Cao, C Zhu, K Chen, J Wang… - Transactions of the …, 2017 - ingentaconnect.com
feedback cognition model with deep ensemble learning … Simulated feedback
mechanism–based rotary kiln burning state … Image pattern cognition with simulated feedback

Prefer: Prompt ensemble learning via feedback-reflect-refine

C Zhang, L Liu, C Wang, X Sun, H Wang… - Proceedings of the …, 2024 - ojs.aaai.org
… First, we remove the feedback mechanism in prompt boosting (“−Feedback”), in which …
ensemble without feedback-reflect-refine is suboptimal, signifying that our feedback mechanism

A new ensemble learning method based on learning automata

M Savargiv, B Masoumi, MR Keyvanpour - Journal of Ambient Intelligence …, 2022 - Springer
… Improving the performance of machine learning algorithms … The ensemble learning is
one of the machine learning … a mechanism for rating Twitter users using the SVM ensemble

Dual-ensemble multi-feedback neural network for gearbox fault diagnosis

T Xia, Y Jiang, P Zhuo, L Xi… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… conditions, we introduce ensemble learning to design a dual-ensemble diagnosis algorithm:
… [20] designed two feedback mechanisms for ENN based on the output feedback to the …

[HTML][HTML] A dynamic ensemble learning algorithm for neural networks

KMR Alam, N Siddique, H Adeli - Neural Computing and Applications, 2020 - Springer
… This paper presents a novel dynamic ensemble learning (DEL) algorithm for designing
ensemble of neural networks (NNs). DEL algorithm determines the size of ensemble, the number …

Ensemble learning for data stream analysis: A survey

B Krawczyk, LL Minku, J Gama, J Stefanowski… - Information …, 2017 - Elsevier
Ensemble learning from data streams This section discusses supervised data stream ensemble
learning … the proposed taxonomy of ensemble learning approaches for data streams in …

Ensemble learning for optimal active power control of distributed energy resources and thermostatically controlled loads in an islanded microgrid

X Zhang, D Wang, T Yu, Z Xu, Z Fan - international journal of hydrogen …, 2018 - Elsevier
… In order to overcome these problems, this paper proposes a novel ensemble learning (EL)
for rapidly searching a high-quality optimal solution of OAPC with the following features. …

Ensemble learning

A Fernández, S García, M Galar, RC Prati… - Learning from …, 2018 - Springer
… foundations of ensemble learning and the most commonly considered ensemble methods
… Then, we review the existing ensemble techniques in the framework of imbalanced datasets…