Publications: 2017

T. Liu, Y. Li, Y. Cao and Q. Shen. Change detection in multitemporal synthetic aperture radar images using dual-channel convolutional neural network. Applied Remote Sensing, 11(4):042615, 2017.

Y. Li, H. Zhang and Q. Shen. Spectral-spatial classification of hyperspectral imagery with 3D convolutional neural network. Remote Sensing, 9(1), 67, 21pp, 2017.

J. Yang, Y. Li, J. Chan and Q. Shen. Image fusion for spatial enhancement of hyperspectral image via pixel group based non-local sparse representation. Remote Sensing, 9(1), 53, 19pp, 2017.

H. Zhang, Y. Li, Y. Zhang and Q. Shen. Spectral-spatial classification of hyperspectral imagery using a dual-channel convolutional neural network, Remote Sensing Letters, 8(5):438-447, 2017.

A. Giagkos, D. Lewkowicz, P. Shaw, S. Kumar, M. Lee and Q. Shen. Perception of localized features during robotic sensorimotor development. IEEE Transactions on Cognitive and Developmental Systems, 9(2):127-140, 2017.

Y. Li, F. Li, K. Yang, C. Price and Q. Shen. Remote sensing image registration based on Gaussian-Hermite moments and pseudo-RANSAC algorithm. Remote Sensing Letters, 8(12):1163-1172, 2017.

C. Chen and Q. Shen. Transformation-based fuzzy rule interpolation using interval type-2 fuzzy sets. Algorithms, 10(3):91, 20pp, 2017.

P. Su, Q. Shen, T. Chen and C. Shang. Ordered weighted aggregation of fuzzy similarity relations and its application to detecting water treatment plant malfunction. Engineering Applications of Artificial Intelligence, 66:17-29, 2017.

P. Su, C. Shang, T. Chen and Q. Shen. Exploiting data reliability and fuzzy clustering for journal ranking. IEEE Transactions on Fuzzy Systems,  25(5):1306-1319, 2017.

L. Yang, F. Chao and Q. Shen. Generalised adaptive fuzzy rule interpolation. IEEE Transactions on Fuzzy Systems, 25(4):839-853, 2017.

F. Li, C. Shang, Y. Li and Q. Shen. Feature ranking-guided fuzzy rule interpolation. Proceedings of the 26th International Conference on Fuzzy Systems, 2017.

J. Yang, C. Shang, Y. Li and Q. Shen. Single frame image super resolution via learning multiple ANFIS mappings. Proceedings of the 26th International Conference on Fuzzy Systems, 2017.

N. Naik, R. Diao, C. Shang, Q. Shen and P. Jenkins. D-FRI-WinFirewall: Dynamic fuzzy rule interpolation for Windows Firewall. Proceedings of the 26th International Conference on Fuzzy Systems, 2017.

P. Su., C. Shang, Y. Zhao, T. Chen and Q. Shen. Fuzzy rough feature selection based on OWA aggregation of fuzzy relations. Proceedings of the 26th International Conference on Fuzzy Systems, 2017.

T. Chen, P. Su, C. Shang and Q. Shen. Reliability-guided fuzzy classifier ensemble. Proceedings of the 26th International Conference on Fuzzy Systems, 2017.

Z. Li, C. Shang and Q. Shen. Fuzzy connected-triple for predicting inter-variable correlation. Proceedings of the 17th UK Workshop on Computational Intelligence, 2017.

P. Zhang and Q. Shen. A modified approach to inferring animal social networks from spatiotemporal data streams. Proceedings of the 17th UK Workshop on Computational Intelligence, 2017.

R. Li, Y. Qu, A Deng, Q. Shen and C. Shang. A new approach to exploring rough set boundary region for feature selection. Proceedings of the 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery, 2017.

A. Giagkos, R. Braud, P. Shaw, M. Lee and Q. Shen. Assessing humanoid multimodal grasping towards object recognition. Proceedings of the 2nd Robot Manipulation Workshop, 2017.

R. Braud, A. Giagkos, P. Shaw, M. Lee and Q. Shen. Building representations of proto-objects with exploration of the effect on fixation times. Proceedings of the 7th Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics, 2017.