Publications: 2023

Q. Zheng, L. Zheng, J. Deng, Y. Li, C. Shang and Q. Shen. Transformer-based hierarchical dynamic decoders for salient object detection. Knowledge-Based Systems, 282:111075, 2023.

P. Keerin, N. Iam-On, J. Liu, T. Boongoen and Q. Shen. Summarising multiple clustering-centric estimates with OWA operators for improved KNN imputation on microarray data. Fuzzy Sets and Systems, 473:108718, 2023.

Y. Bai, C. Shang, Y. Li, L. Shen, S. Jin and Q. Shen. Transport object detection in street view imagery using decomposed convolutional neural networks. Mathematics, 11(18):3839, 2023.

X. Gu, P. Angelov, J. Han and Q. Shen. Multilayer evolving fuzzy neural networks. IEEE Transactions on Fuzzy Systems, 31(12):4158-4169, 2023.

G. Yue, Y. Qu, L. Yang, C. Shang, A. Deng, F. Chao and Q. Shen. Fuzzy-rough intrigued harmonic discrepancy clustering. IEEE Transactions on Fuzzy Systems, 31(10):3305-3318, 2023.

H. Hu, X. Li, M. Ha, X. Wang, C. Shang and Q. Shen. Multi-depot vehicle routing programming for hazmat transportation with weight variation risk. Transportmetrica B: Transport Dynamics, 11(1):1136-1160, 2023.

X. Hou, Y. Bai, Y. Xie, H. Ge, Y. Li, C. Shang and Q. Shen. Deep collaborative learning with class-rebalancing for semi-supervised change detection in SAR images. Knowledge-Based Systems, 264:110281, 2023.

L. Li, S. Zhou, F. Chao, X. Chang, L. Yang, X. Yu, C. Shang and Q. Shen. Model compression optimized neural network controller for nonlinear systems. Knowledge-Based Systems, 265:110311, 2023.

J. Yang, C. Wu, T. You, D. Wang, Y. Li, C. Shang and Q. Shen. Hierarchical spatio-spectral fusion for hyperspectral image super resolution via sparse representation and pre-trained deep model. Knowledge-Based Systems, 260:110170, 2023.

M. Yang, H. Ma, X. Li, C. Shang and Q. Shen. Bus bridging for rail disruptions: A distributionally robust fuzzy optimization approach. IEEE Transactions on Fuzzy Systems, 31(2):500-510, 2023.

X. Gu, J. Han, Q. Shen and P. Angelov. Autonomous learning for fuzzy systems: A review. Artificial Intelligence Review, 56:7549-7595, 2023.

X. Gu, M. Li, L. Shen, G. Tang, Q. Ni, T. Peng, and Q. Shen. Multi-objective evolutionary optimisation for prototype-based fuzzy classifiers. IEEE Transactions on Fuzzy Systems, 31(5):1703-1715, 2023.

M. Zhou, C. Shang, G. Li, L. Shen, N. Naik, S. Jin, J. Peng and Q. Shen. Transformation-based fuzzy rule interpolation with Mahalanobis distance measures supported by Choquet integral. IEEE Transactions on Fuzzy Systems, 31(4):1083-1097, 2023.

J. Liu, F. Chao, L. Yang, C. Lin, C. Shang and Q. Shen. Decoder choice network for metalearning. IEEE Transactions on Cybernetics, 53(6):3440-3453, 2023.

C. Jiang, S. Jin, C. Shang and Q. Shen. Towards utilisation of rule base structure to support fuzzy rule interpolation. Expert Systems, 40(5):e13097, 2023.

M. Ismail, C. Shang, J. Yang and Q. Shen. Sparse data based image super resolution with ANFIS interpolation. Neural Computing and Applications, 35:7221-7233, 2023.

Y. Bai, Y. Xiao, X. Hou, Y. Li, C. Shang and Q. Shen. SAR image despeckling with residual-in-residual dense generative adversarial network. Proceedings of 2023 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2023.

X. Chang, F. Chao, C. Shang and Q. Shen. Automated action evaluation for robotic imitating learning via Siamese neural networks. Proceedings of 2023 IEEE International Conference on Robotics and Automation, 2023.

R. Xu, C. Shang, J. Lin and Q. Shen. Similarity function-assisted dynamic fuzzy rule interpolation: An improved approach. Proceedings of the 32nd International Conference on Fuzzy Systems, 2023.

J. Yang, C. Shang, L. Chen, P. Su and Q. Shen. Sparse training data-based hyperspectral image super resolution via ANFIS interpolation. Proceedings of the 32nd International Conference on Fuzzy Systems, 2023.

J. Lin, R. Xu, C. Shang and Q. Shen. Towards dynamic fuzzy rule interpolation via density-based spatial clustering of interpolated outcomes. Proceedings of the 32nd International Conference on Fuzzy Systems, 2023.

B. Akinsehinde, C. Shang and Q. Shen. Towards accurate rainfall volume prediction: An initial integrated approach. Proceedings of the 22nd UK Workshop on Computational Intelligence, 2023.

H. Yang, X. Chang, Z. Guo, F. Chao, C. Shang and Q. Shen. Large kernel convolutional attention based U-net network for inpainting oracle bone inscription. Proceedings of 2023 Chinese Conference on Pattern Recognition and Computer Vision, 2023.

C. Wu, D. Wang, Y. Bai, H. Mao, Y. Li and Q. Shen. HSR-Diff: Hyperspectral image super-resolution via conditional diffusion models. Proceedings of 2023 IEEE/CVF International Conference on Computer Vision, 2023.