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. |
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