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] 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, 2024. Doi: 10.1504/IJBIC.2024.10065641.
- [3] 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.
- [4] 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.
- [5] 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)
- [6] 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)
- [7] 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)
- [8] Zhu Xuhui, Ni Zhiwei, Ni Liping, Jin Feifei, Cheng Meiying, Wu Zhangjun. Ensemble pruning of ELM via migratory binary glowworm swarm optimization and margin distance minimization[J]. Neural Processing Letters, 2020, 52(3): 2043-2067. (SCI, EI检索)
- [9] Zhu Xuhui, Ni Zhiwei, Ni Liping, Jin Feifei, Cheng Meiying, Li Jingming. Improved discrete artificial fish swarm algorithm combined with margin distance minimization for ensemble pruning[J]. Computers & Industrial Engineering, 2019, 128: 32-46. (SCI, EI检索)
- [10] Zhu Xuhui, Ni Zhiwei, Ni Liping, Jin Feifei, Cheng Meiying, Li Jingming. Spread binary artificial fish swarm algorithm combined with double-fault measure for ensemble pruning[J]. Journal of Intelligent & Fuzzy Systems, 2019, 36(5): 4375-7387. (SCI, EI检索)
MOBILE Version