H. Lv, F. Li, C. Shang and Q. Shen. W-Infer-polation: Approximate reasoning via integrating weighted fuzzy rule inference and interpolation. Knowledge-Based Systems, 258:109995, 2022.

X. Gao, F. Chao, C. Zhou, Z. Ge, X. Chang, C. Shang and Q. Shen. Error controlled actor-critic. Information Sciences, 612:62-74, 2022.

Y. Fu, L. Xiang, Y. Zahid, G. Ding, T. Mei, Q. Shen and J. Han. Long-tailed visual recognition with deep models: A methodological survey and evaluation. Neurocomputing, 509:290-309, 2022.

X. Ge, Y. Qu, C. Shang, A. Deng, L. Yang and Q. Shen. A self-adaptive discriminative autoencoder for medical applications. IEEE Transactions on Circuits and Systems for Video Technology, 32(12):8875-8886, 2022.

Z. Wang, L. Li, F. Chao, C. Lin, L. Yang, C. Zhou, X. Chang, C. Shang and Q. Shen. A type 2 wavelet brain emotional learning network with double recurrent loops based controller for nonlinear systems. Knowledge-Based Systems, 251:109274, 2022.

X. Gu, P. Angelov and Q. Shen. Self-organising fuzzy belief inference system for classification. IEEE Transactions on Fuzzy Systems, 30(12):5473-5483, 2022.

D. Li, Y. Bai, Z. Bai, Y. Li, C. Shang and Q. Shen. Decomposed neural architecture search for image denoising. Applied Soft Computing, 124: 108914, 2022.

X. Gu and Q. Shen. Self-organizing divisive hierarchical Voronoi Tessellation-based classifier. Information Sciences, 603:106-129, 2022.

B. Lin, X. Xue, Y. Li and Q. Shen. Learning correlation filter with fused feature and reliable response for real-time tracking. Journal of Real-Time Image Processing, 19(2):417-427, 2022.

P. Zhang, C. Shang and Q. Shen. Fuzzy rule interpolation with k-neighbours for TSK models. IEEE Transactions on Fuzzy Systems, 40(10):4031-4043, 2022.

X. Zhang, C. Zhou, F. Chao, C. Lin, L. Yang, C. Shang and Q. Shen. Low-cost IMU calibration with nonlinear scale factors. IEEE Transactions on Industrial Informatics, 18(2):1028-1038, 2022.

Q. Zheng, Y. Li, L. Zheng and Q. Shen. Progressively real-time video salient object detection via cascaded fully convolutional networks with motion attention. Neurocomputing, 467:465-475, 2022.

X. Gu, C. Zhang, Q. Shen, J. Han, P. Angelov and P. Atkinson. A self-training hierarchical prototype-based ensemble framework for remote sensing scene classification. Information Fusion, 80:179-204, 2022.

D. Wang, Y. Bai, C. Wu, Y. Li, C. Shang and Q. Shen. Convolutional LSTM-based hierarchical feature fusion for multispectral pan-sharpening. IEEE Transactions on Geoscience and Remote Sensing, 60:1-16, 2022.

J. Yang, C. Shang, Y. Li, F. Li, L. Shen and Q. Shen. Constructing ANFIS with sparse data through group-based rule interpolation: an evolutionary approach. IEEE Transactions on Fuzzy Systems, 30(4):893-907, 2022.

X. Xue, Y. Li, X. Yin, C. Shang, T. Peng and Q. Shen. Semantic-aware real-time correlation tracking framework for UAV videos. IEEE Transactions on Cybernetics, 52(4):2418-2429, 2022.

Z. Chen, Y. Lan, X. Li, C. Shang and Q. Shen. Quality management by warranty contract under dual asymmetric information. IEEE Transactions on Engineering Management, 69(4):1022-1036, 2022.

S. Kumar, A. Giagkos, P. Shaw, R. Braud, M. Lee and Q. Shen. Discovering schema-based action sequences through play in situated humanoid robots. IEEE Transactions on Cognitive and Developmental Systems, 14(3):1021-1035, 2022.

R. Wu, F. Chao, C. Zhou, Y. Huang, L. Yang, C. Lin, X. Chang, Q. Shen and C. Shang. A developmental evolutionary learning framework for robotic Chinese stroke writing. IEEE Transactions on Cognitive and Developmental Systems, 14(3):1155-1169, 2022.

X. Xu, Z. Lin, X. Li, C. Shang and Q. Shen. Multi-objective robust optimization model for MDVRPLS in refined oil distribution. International Journal of Production Research, 60(22):6772-6792, 2022.

W. Huang, Y. Zhao, W. Hong, H. He, F. Chao, L. Yang, X. Chang, C. Lin, C. Shang and Q. Shen. A TOPSIS based self-organizing double loop recurrent broad learning system for uncertain nonlinear systems. Proceedings of the 2022 International Joint Conference on Neural Networks, 2022.

R. Xu, C. Shang and Q. Shen. Towards dynamic fuzzy rule interpolation based on rule assessment. Proceedings of the 31st International Conference on Fuzzy Systems, 2022.

X. Chang, F. Chao, C. Shang and Q. Shen. Sundial-GAN: A cascade generative adversarial networks based framework for deciphering oracle bone inscription characters. Proceedings of the 30th ACM International Conference on Multimedia, 2022.

Y. Bai, C. Shang, Y. Li, L. Shen, X. Zeng and Q. Shen.  Transport object detection in street view imagery using decomposed convolutional neural networks. Proceedings of the 21st UK Workshop on Computational Intelligence, 2022.

J. Lin, C. Shang and Q. Shen. Towards dynamic fuzzy rule interpolation with harmony search. Proceedings of the 21st UK Workshop on Computational Intelligence, 2022.

Y. Zahid, M. Tahir, J. Han and Q. Shen. Laplacian regularized variational few-shot learning for image classification. Proceedings of the 21st UK Workshop on Computational Intelligence, 2022.