Publications: 2021

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.

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, 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.

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.

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.

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.

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

M. Zhou, C. Shang, P. Zhang, G. Li, S. Jin, J. Peng and Q. Shen. Towards rule-ranking based fuzzy rule interpolation. Proceedings of the 30th International Conference on Fuzzy Systems, 2021.

M. Zhou, C. Shang, G. Li, S. Jin, J. Peng and Q. Shen. Fuzzy rule interpolation with a transformed rule base. Proceedings of the 30th International Conference on Fuzzy Systems, 2021.

T. Chen, C. Shang, P. Su, Y. Shen, M. Mahmud, R. Moodley, G. Antoniou and Q. Shen. Assessing significance of cognitive assessments for diagnosing alzheimer's disease with fuzzy-rough feature selection. Proceedings of the 20th UK Workshop on Computational Intelligence, 2021.

C. Jiang, C. Shang and Q. Shen. Rule base structure and influence of existing rules: An initial investigation. Proceedings of the 20th UK Workshop on Computational Intelligence, 2021.

C. Chen and Q. Shen. Rough-fuzzy rule interpolation for decision making. Proceedings of the 20th UK Workshop on Computational Intelligence, 2021.

W. Zhan, Y. Chen, Y. Wang, F. Chao and Q. Shen. Robust control for unmanned aerial manipulator autonomous surveillance. Proceedings of the 20th UK Workshop on Computational Intelligence, 2021.

M. Ismail, C. Shang and Q. Shen. Towards a framework for interpretation of CNN results with ANFIS. Proceedings of the 20th UK Workshop on Computational Intelligence, 2021.