Concepedia

Hybrid Grid Search and Bayesian optimization-based random forest regression for predicting material compression pressure in manufacturing processes

Youcheng Zong, Yi Nian, Chaojie Zhang, Xinyu Tang, Lin Wang, Liqiang Zhang

Engineering Applications of Artificial Intelligence · 2024 · 31 citations · 35 references

DOI

Concepts

References

35

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

A systematic study of the class imbalance problem in convolutional neural networks

Mateusz Buda, Atsuto Maki, Maciej A. Mazurowski · Neural Networks · 2018 · 2.9K citations · Full text

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Machine Learning with Oversampling and Undersampling Techniques: Overview Study and Experimental Results

Roweida Mohammed, Jumanah Rawashdeh, Malak Abdullah · 2020 · 674 citations

, , +15

Using deep neural network with small dataset to predict material defects

Shuo Feng, Huiyu Zhou, Hongbiao Dong · Materials & Design · 2018 · 514 citations · Full text

, , +17

Optimized Fuzzy Slope Entropy: A Complexity Measure for Nonlinear Time Series

Yuxing Li, Yuan Cao, Yingmin Yi · IEEE Transactions on Instrumentation and Measurement · 2024 · 253 citations

, , +12