M. Zheng, Y. Qu, D. Li, C. Shang, L. Yang and Q. Shen. 3C: Confidence-guided clustering and contrastive learning for unsupervised person re-identification. Neurocomputing, 2025.

B. Akinsehinde, C. Shang and Q. Shen. Achieving reliable rainfall forecasting through ensemble deep learning, fuzzy systems, and advanced feature selection. International Journal of General Systems, DOI:10.1080/03081079.2025.2471993, 2025.

C. Jiang, C. Shang and Q. Shen. Reinforcing TSK model interpolation with rule weight adjustment via location view analysis. IEEE Transactions on Fuzzy Systems, 33(2):580-592, 2025.

L. Li, X. Chang, F. Chao, C. Lin, T. Huynh, L. Yang, C. Shang and Q. Shen. Self-organizing type-2 fuzzy double loop recurrent neural network for uncertain nonlinear system control. IEEE Transactions on Neural Networks and Learning Systems, 36(4):6451-6465, 2025.

Y. Fu, J. Han, X. Chang, C. Chen, C. Shang and Q. Shen. Long-tailed recognition via key attribute learning. Neurocomputing, 627:129586, 2025.

F. Li, F. Yu, L. Shen, H. Li, X. Yang and Q. Shen. EEG-based emotion recognition with combined fuzzy inference via integrating weighted fuzzy rule inference and interpolation, Mathematics, 13(1):166, 2025.

T. Maneerat, N. Iam-On, T. Boongoen, K. Kirimasthong, N. Naik, L. Yang and Q. Shen. Optimisation of multiple clustering based undersampling using artificial bee colony: Application to improved detection of obfuscated patterns without adversarial training. Information Sciences, 687:121407, 2025.

X. Hou, Y. Bai, Y. Xie, Y. Zhang, L. Fu, Y. Li, C. Shang and Q. Shen. Self-supervised multimodal change detection based on difference contrast learning for remote sensing imagery. Pattern Recognition, 159:111148, 2025.

X. Gu, Q. Ni and Q. Shen. Multilayer evolving fuzzy neural networks with self-adaptive dimensionality compression for high-dimensional data classification. IEEE Transactions on Fuzzy Systems, 32(11):6314-6328, 2024.

F. Li, H. Lv and Q. Shen. Light but fruitful: enhanced fuzzy inference via weight-guided selection of rules with attribute weights. International Journal of Systems Science, 55(15):3101-3113, 2024.

Y. Wu, Y. Chen, G. Zeng, C. Shang, Z. Miao, H. Wang, Y. Wang and Q. Shen. Dynamic image-based impedance control of aerial manipulator for sliding inspection. IEEE/ASME Transactions on Mechatronics, 29(6):4075-4086, 2024.

D. Wang, C. Wu, Y. Bai, Y. Li, C. Shang and Q. Shen. A multitask network for joint multispectral pansharpening on diverse satellite data. IEEE Transactions on Neural Networks and Learning Systems, 35(12):17635-17649, 2024.

B. Guo, F. Chao, X. Chang, C. Shang and Q. Shen. Actor-critic with synthesis loss for solving approximation biases. IEEE Transactions on Cybernetics, 54(9):5323-5336, 2024.

Z. Yao, Y. Qu, L. Yang, Y. Tan, C. Shang, F. Chao and Q. Shen. Local representation-based neighbourhood for robust classification. Expert Systems, 41(9):e13606, 2024.

T. Xu, L. Li, P. Mi, X. Zheng, F. Chao, R. Ji, Y. Tian and Q. Shen. Uncovering the over-smoothing challenge in image super-resolution: Entropy-based quantification and contrastive optimization. IEEE Transactions on Pattern Analysis and Machine Intelligence, 46(9):6199-6215, 2024.

M. Zhou, C. Shang and Q. Shen. Rule-ranking-based approximate knowledge interpolation with directional monotonicity. IEEE Transactions on Cybernetics, 54(8):4814-4827, 2024.

B. Gou, X. Chang, F. Chao, X. Zheng, C. Lin, Y. Chen, C. Shang and Q. Shen. ARLP: Automatic multi-agent transformer reinforcement learning pruner for one-shot neural network pruning. Knowledge-Based Systems, 300:112122, 2024.

Y. Chen, L. Lan, X. Liu, G. Zeng, C. Shang, Z. Miao, H. Wang, Y. Wang and Q. Shen. Adaptive stiffness visual servoing for unmanned aerial manipulators with prescribed performance. IEEE Transactions on Industrial Electronics, 71(9):11028-11038, 2024.

M. Ismail, C. Shang, J. Yang and Q. Shen. Supporting ANFIS interpolation for image super resolution with fuzzy rough feature selection. Applied Intelligence, 54:5373-5388, 2024.

J. Wang, X. Zhang and Q. Shen. Choquet-like integrals with rough attribute fuzzy measures for data-driven decision-making. IEEE Transactions on Fuzzy Systems, 32(5):2825-2836, 2024.

X. Gu, P. Angelov and Q. Shen. Semi-supervised fuzzily weighted adaptive boosting for classification. IEEE Transactions on Fuzzy Systems, 32(4):2318-2330, 2024.

M. Han, Y. Qu, N. MacParthaláin, C. Shang, Z. Yao and Q. Shen. Representation-based decision-theoretic rough sets for three-way classification. IEEE Transactions on Emerging Topics in Computational Intelligence, 8(3):2283-2296, 2024.

Y. Fu, C. Shang, J. Han and Q. Shen. ECMEE: Expert constrained multi-expert ensembles with category entropy minimization for long-tailed visual recognition. Neurocomputing, 576:127357, 2024.

J. Lin, C. Shang and Q. Shen. Towards dynamic fuzzy rule interpolation via density-based rule promotion from interpolated outcomes. Mathematics, 12(3):402, 2024.

R. Wu, F. Chao, X. Chang, C. Zhou, L. Yang, C. Shang, Z. Zhang and Q. Shen. Internal model control structure inspired robotic calligraphy system. IEEE Transactions on Industrial Informatics, 20(2):2600-2610, 2024.

B. Lin, J. Zheng, C. Xue, L. Fu, Y. Li and Q. Shen. Motion-aware correlation filter-based object tracking in satellite videos. IEEE Transactions on Geoscience and Remote Sensing, 62:1-13, 2024.

Q. Li, Z. Guo, F. Chao, X. Chang, L. Yang, C. Lin, C. Shang and Q. Shen. Solving robotic trajectory sequential writing problem via learning character's structural and sequential information. IEEE Transactions on Cybernetics, 54(2):1096-1108, 2024.

L. Liu, L. Fu, Y. Zhang, W. Ni, B. Wu, Y. Li, C. Shang and Q. Shen. CLFR-Det: Cross-level feature refinement detector for tiny-ship detection in SAR images. Knowledge-Based Systems, 284:111284, 2024.

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.

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.

Y. Qu, Z. Xu, C. Shang, X. Ge, A. Deng and Q. Shen. Inconsistency guided robust attribute reduction. Information Sciences, 580:69-91, 2021.

X. Gu and Q. Shen. A self-adaptive fuzzy learning system for streaming data prediction. Information Sciences, 579:623-647, 2021.

X. Hou, Y. Bai, Y. Li, C. Shang and Q. Shen. High-resolution triplet network with dynamic multiscale for change detection on satellite images. Photogrammetry and Remote Sensing, 177:103-115, 2021.

L. Qiu, Y. Qu, C. Shang, L. Yang, F. Chao and Q. Shen. Exclusive lasso-based k-nearest neighbors classification. Neural Computing and Applications, 33(21):14247-14261, 2021.

F. Li, C. Shang, Y. Li, J. Yang and Q. Shen. Approximate reasoning with fuzzy rule interpolation: Background and recent advances. Artificial Intelligence Review, 54:4543-4590, 2021.

S. Fetherstonhaugh, Q. Shen and O. Akanyeti. Automatic segmentation of fish midlines for optimizing robot design. Bioinspiration & Biomimetics, 16(4):046005, 2021.

L. Zheng, F. Chao, N. Mac Parthain, D. Zhang and Q. Shen. Feature grouping and selection: A graph-based approach. Information Sciences, 546:1256-1272, 2021.

W. Fang, F. Chao, C. Lin, D. Zhou, L. Yang, X. Chang, Q. Shen and C. Shang. Visual-guided robotic object grasping using dual neural network controllers. IEEE Transactions on Industrial Informatics, 17(3):2282-2291, 2021.

T. Chen, C. Shang, P. Su, E. Keravnou-Papailiou, Y. Zhao, G. Antoniou and Q. Shen. A decision tree-initialised neuro-fuzzy approach for clinical decision support. Artificial Intelligence in Medicine, 111:101986, 2021.

G. Ma, B. Zhang, C. Shang and Q. Shen. Rebalancing stochastic demands for bike-sharing networks with multi-scenario characteristics. Information Sciences, 554:177-197, 2021.

J. Yang, C. Shang, Y. Li, F. Li and Q. Shen. ANFIS construction with sparse data via group rule interpolation. IEEE Transactions on Cybernetics, 51(5):2773-2786, 2021.

R. Braud, A. Giagkos, P. Shaw, M. Lee and Q. Shen. Robot multi-modal object perception and recognition: synthetic maturation of sensorimotor learning in embodied systems. IEEE Transactions on Cognitive and Developmental Systems, 13(2): 416-428, 2021.

N. Naik, C. Shang, P. Jenkins and Q. Shen. Building a cognizant honeypot for detecting active fingerprinting attacks using dynamic fuzzy rule interpolation. Expert Systems, 38(5):e12557, 2021.

H. Hu, J. Du, X. Li, C. Shang and Q. Shen. Risk models for hazardous material transportation subject to weight variation considerations. IEEE Transactions on Fuzzy Systems, 29(8):2271-2282, 2021.

X. Gu, Q. Shen and P. Angelov. Particle swarm optimized autonomous learning fuzzy system. IEEE Transactions on Cybernetics, 51(11): 5352-5363, 2021.

N. Naik, C. Shang, P. Jenkins and Q. Shen. D-FRI-Honeypot: a secure sting operation for hacking the hackers using dynamic fuzzy rule interpolation. IEEE Transactions on Emerging Topics in Computational Intelligence, 5(6): 893-907, 2021.