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. |