AGA-RFNN: Adaptive Genetic Algorithm-based Random Forest Neural Network for Pavement Deterioration Prediction

Author:

Xu Zhenyu1,Meng Lenian2,Zhang Qieshi1,Cheng Jun1,Philip Babitha3,AlJassmi Hamad3,Yang Zhiyong4

Affiliation:

1. Chinese Academy of Sciences,CAS Key Laboratory of Human-Machine Intelligence-Synergy Systems, Shenzhen Institute of Advanced Technology,Shenzhen,China

2. China University of Geosciences, Wuhan,School of Economics and Management,Wuhan,China

3. United Arab Emirates University,Department of Civil and Environmental Engineering,Al Ain,United Arab Emirates

4. Yantai Institute of Technology,School of Artificial Intelligence,Shandong,China

Funder

National Natural Science Foundation of China

Natural Science Foundation of Guangdong Province

Publisher

IEEE

Reference18 articles.

1. Attention is all you need;vaswani;Advances in Neural Information Processing Systems (NIPS),2017

2. Deep Residual Learning for Image Recognition

3. TabNet: Attentive Interpretable Tabular Learning

4. Revisiting deep learning models for tabular data;gorishniy;Advances in Neural Information Processing Systems (NIPS),2021

5. XGBoost

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