Paper Publications
- [1] Zhu Xuhui, Ma Chenggong, Lei Hao, Xia Pingfan, Peng Zhanglin. A novel Integrated Prediction Method using Adaptive Mode Decomposition, Attention Mechanism and Deep Learning for Coking Products Prices[J]. Engineering Applications of Artificial Intelligence, 2025, 139: 109504.
- [2] Zhu Xuhui, Ma Guocan, Arya Vedpal, Xia Pingfan, Zhu Tingting. A novel dualarchive multi-objective algorithm for hybrid flow shop scheduling problems with missing operations[J]. Cluster Computing, 2025, 28(13): 815.
- [3] Xia Pingfan, Wang Zhao, Zhu Xuhui. Predicting Customer Demand for MSE Loan Products: A Bilevel Dynamic Selective Ensemble Learning Method[J]. Information Systems Frontiers, 2025. Doi: 10.1007/s10796-025-10655-6.
- [4] Xia Pingfan, Zhu Xuhui, Chen Zhang-Hangjian, Jin Feifei, He Qizhi. Predicting Trends in Digital Financial Inclusion: A Novel Approach Based on Spatial Data Analysis and Graph Convolutional Neural Networks[J]. Computational Economics, 2025. Doi:10.1007/s10614-025-11133-6.
- [5] Luo Shuang, Zhu Xuhui(*), Ni Zhiwei, Xia Pingfan, Ni Liping. Methanol Price Prediction Method Based on Multimodal Fusion by Using CNN-GRU and Attention Mechanism[J]. International Journal of Bio-Inspired Computation, 2025, 25(1): 43-55.
- [6] Peng Zhanglin, Yin Tianci, Zhu Xuhui(*), Lu Xiaonong, Li Xiaoyu. Hybrid price prediction method combining TCN-BiGRU and attention mechanism for battery-grade lithium carbonate[J]. Kybernetes, 2024. Doi: 10.1108/K-05-2024-1228.
- [7] Pingfan Xia, Xuhui Zhu, Vincent Charles, Xin Zhao, Mingsheng Peng. A novel heuristic-based selective ensemble prediction method for digital financial fraud risk[J]. IEEE Transactions on Engineering Management, 2024, 71: 8002-8018.
- [8] Zhu Xuhui, Xia Pingfan, He Qizhi, Ni Zhiwei, Ni Liping. Coke price prediction approach based on dense GRU and opposition-based learning salp swarm algorithm [J]. International Journal of Bio-Inspired Computation, 2023, 21(2): 106-121. (SCI, EI检索)
- [9] Luo Shuang, Ni Zhiwei, Zhu Xuhui(*), Xia Pingfan, Wu Hongsheng. A novel methanol futures price prediction method based on multicycle CNN-GRU and attention mechanism [J]. Arabian Journal for Science and Engineering, 2023, 48: 1487-1501. (SCI, EI检索)
- [10] Zhu Xuhui, Xia Pingfan, He Qizhi, Ni Zhiwei, Ni Liping. Ensemble classifier design based on perturbation binary salp swarm algorithm for classification[J]. CMES-Computer Modeling in Engineering & Sciences, 2023, 135(1), 653-671. (SCI, EI检索)
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