Qiang Shen BSc, MSc (NUDT), PhD (Heriot-Watt), DSc (Aberystwyth), CEng, FBCS, FLSW

Professor

Institute Director (IMPACS)

Contact Details

Room Number..........:  E46A
Building....................:  Llandinam
Phone.......................:   +44 (0)1970 621825
E-Mail........................:   qqs
Home Page...............:   Personal

Biography

Qiang Shen is a professor, and Director of the Institute of Mathematics, Physics and Computer Science (IMPACS) at Aberystwyth University. He is a Fellow of the Learned Society of Wales (the national academy of Wales).

Professor Shen was a member of UK Research Excellence Framework (REF) 2014 Sub-panel 11: Computer Science and Informatics, and a London 2012 Olympic Torch Relay torchbearer, nominated to carry the Olympic torch in celebration of the centenary of Alan Turing.

Research Groups

Publications

2017

Su, P., Shen, Q., Chen, T., Shang, C. 2017. Ordered weighted aggregation of fuzzy similarity relations and its application to detecting water treatment plant malfunction. Engineering Applications of Artificial Intelligence 66 pp. 17-29. 10.1016/j.engappai.2017.08.009

Liu, T., Li, Y., Cao, Y., Shen, Q. 2017 (In press). Change detection in multi-temporal SAR images using dual-channel convolutional neural network. Journal of Applied Remote Sensing

Braud, R., Giagkos, A., Shaw, P., Lee, M., Shen, Q. 2017 (In press). Building Representations of Proto-Objects with Exploration of the Effect on Fixation Times. ICDL-EpiRob 2017, 7th Joint IEEE International Conference on Developmental Learning and Epigenetic Robotics.

Naik, N.K., Diao, R., Shen, Q. 2017 (In press). Dynamic fuzzy rule interpolation and its application to intrusion detection. IEEE Transactions on Fuzzy Systems 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). 10.1109/FUZZ-IEEE.2016.7737671

Li, Z., Shang, C., Shen, Q. 2017. Fuzzy connected-triple for predicting inter-variable correlation. The 17th UK Workshop on Computational Intelligence. Advances in Intelligent Systems and Computing, vol. 650 17th Annual UK Workshop on Computational Intelligence. Springer Publishing Company pp. 49-62. 10.1007/978-3-319-66939-7

Li, F., Li, Y., Shang, C., Shen, Q. 2017. Improving fuzzy rule interpolation performance with information gain-guided antecedent weighting. Soft Computing

Li, Y., Li, F., Yang, K., Price, C., Shen, Q. 2017. Remote sensing image registration based on Gaussian-Hermite moments and pseudo-RANSAC algorithm. Remote Sensing Letters 8 (12) pp. 1163–1172. 10.1080/2150704X.2017.1364874

Chen, C., Shen, Q. 2017. Transformation-Based Fuzzy Rule Interpolation Using Interval Type-2 Fuzzy Sets. Algorithms 10 (3) 91 10.3390/a10030091

Zhang, P., Shen, Q. 2017. A modified approach to inferring animal social networks from spatiotemporal data streams. In F. Chao., S. Schockaert., Q. Zhang. (eds) Proceedings of the 17th UK Workshop on Computational Intelligence. Advances in Intelligent Systems and Computing, vol. 650 17th Annual UK Workshop on Computational Intelligence. Springer Publishing Company pp. 75-87. 10.1007/978-3-319-66939-7_7

Yang, L., Chao, F., Shen, Q. 2017. Generalized Adaptive Fuzzy Rule Interpolation. IEEE Transactions on Fuzzy Systems 25 (4) pp. 839-853. 10.1109/TFUZZ.2016.2582526 Cadair

Giagkos, A., Braud, R., Shaw, P., Lee, M., Shen, Q. 2017 (In press). Assessing Humanoid Multimodal Grasping Towards Object Recognition. 2nd Robot Manipulation Workshop. Cadair

Zhang, H., Li, Y., Zhang, Y., Shen, Q. 2017. Spectral-spatial classification of hyperspectral imagery using a dual-channel convolutional neural network. Remote Sensing Letters 8 (5) pp. 438-447. 10.1080/2150704X.2017.1280200 Cadair

Qu, Y., Shang, C., MacParthaláin, N., Wu, W., Shen, Q. 2017. Multi-functional nearest-neighbour classification. Soft Computing 10.1007/s00500-017-2528-4 Cadair

Giagkos, A., Lewkowicz, D., Shaw, P., Kumar, S., Lee, M., Shen, Q. 2017. Perception of Localized Features During Robotic Sensorimotor Development. IEEE Transactions on Cognitive and Developmental Systems (99) pp. 127-140. 10.1109/TCDS.2017.2652129 10.1109/TCDS.2017.2652129 Cadair

Li, Y., Zhang, H., Shen, Q. 2017. Spectral-spatial classification of hyperspectral imagery with 3D convolutional neural network. Remote Sensing 9 (1) 67 10.3390/rs9010067 Cadair

Yang, J., Li, Y., Chan, J.C., Shen, Q. 2017. Image fusion for spatial enhancement of hyperspectral image via pixel group based non-local sparse representation. Remote Sensing 9 (1) 10.3390/rs9010053 Cadair

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

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

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

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

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

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

2016

Kumar, S., Shaw, P., Lewkowicz, D., Giagkos, A., Shen, Q., Lee, M. 2016. Developing Object Understanding through Schema Generalisation. ICDL-EpiRob 2016, 6th Joint IEEE International Conference on Developmental Learning and Epigenetic Robotics. Cadair

Lewkowicz, D., Giagkos, A., Shaw, P., Kumar, S., Lee, M., Shen, Q. 2016. Towards Learning Strategies and Exploration Patterns for Feature Perception. ICDL-EpiRob 2016, 6th Joint IEEE International Conference on Developmental Learning and Epigenetic Robotics. Cadair

Kumar, S., Shaw, P., Lewkowicz, D., Giagkos, A., Lee, M., Shen, Q. 2016. Generalising Predictable Object Movements Through Experience Using Schemas. In E. Tuci., A. Giagkos., M. Wilson., J. Hallam. (eds) From Animals to Animats 14: 14th International Conference on Simulation of Adaptive Behaviour, SAB 2016, Aberystwyth, UK, August 23-26, 2016, Proceedings. Lecture Notes in Computer Science, vol. 9825 14th International Conference on Simulation of Adaptive Behaviour. Springer Nature pp. 329-339. 10.1007/978-3-319-43488-9_29 Cadair

Chen, T., Shen, Q., Su, P., Shang, C. 2016. Fuzzy rule weight modification with particle swarm optimisation. Soft Computing 20 (8) pp. 2923–2937. 10.1007/s00500-015-1922-z Cadair

Li, F., Shen, Q., MacParthalain, N., Li, Y. 2016. Handwritten Chinese character recognition using fuzzy image alignment. Soft Computing 20 (8) pp. 2939–2949. 10.1007/s00500-015-1923-y

Chen, C., MacParthalain, N., Li, Y., Price, C., Quek, C., Shen, Q. 2016. Rough-fuzzy rule interpolation. Information Sciences 351 pp. 1-17. 10.1016/j.ins.2016.02.036 Cadair

Li, Y., Li, F., Bai, B., Shen, Q. 2016. Image fusion via non-local sparse K-SVD dictionary learning. Applied Optics 55 (7) pp. 1814-1823. 10.1364/AO.55.001814 Cadair

Li, Z., Shang, C., Shen, Q. 2016. Fuzzy-clustering embedded regression for predicting student academic performance. Proceedings of the 25th International Conference on Fuzzy Systems. Cadair

Naik, N.K., Diao, R., Shen, Q. 2016. Application of dynamic fuzzy rule interpolation for intrusion detection: D-FRI-Snort. Proceedings of the 25th International Conference on Fuzzy Systems. IEEE World Congress on Computational Intelligence. IEEE Press Cadair

Li, F., Shang, C., Li, Y., Shen, Q. 2016. Guiding fuzzy rule interpolation with information gains. In P. Angelov., A. Gegov., C. Jayne., Q. Shen. (eds) Advances in Computational Intelligence: Contributions Presented at the 16th UK Workshop on Computational Intelligence. Advances in Intelligent Systems and Computing, vol. 513 2nd edn, Springer Nature pp. 165-183. 10.1007/978-3-319-46562-3_11 Cadair

2015

Chen, T., Shen, Q., Su, P., Shang, C. 2015. Induction of quantified fuzzy rules with particle swarm optimisation. 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). 2015 IEEE International Conference on Fuzzy Systems (UZZ-IEEE). IEEE Press pp. 1-7. Cadair

Chen, C., Jin, S., Li, Y., Shen, Q. 2015. Backward rough-fuzzy rule interpolation. 2015 IEEE International Conference on Fuzzy Systems (UZZ-IEEE). Cadair

Li, Z., Shang, C., Shen, Q. 2015. Intelligent prediction of student examination scores. 2015 15th UK Workshop on Computational Intelligence. Cadair

Diao, R., Shen, Q. 2015. Nature inspired feature selection meta-heuristics. Artificial Intelligence Review 44 (3) pp. 311-340. 10.1007/s10462-015-9428-8 Cadair

Shaw, P., Lewkowicz, D., Giagkos, A., Law, J., Kumar, S., De Masson d' Autume, C., Lee, M., Shen, Q. 2015. Babybot Challenge: Motor Skills. 5th International Conference on Development and Learning and on Epigenetic Robotics. IEEE ICDL - EPIROB 2015, 5th Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics. IEEE Press, Providence, RI USA pp. 47-54. Cadair

Su, P., Shang, C., Shen, Q. 2015. A hierarchical fuzzy cluster ensemble approach and its application to big data clustering. Journal of Intelligent and Fuzzy Systems 28 (6) pp. 2409-2421. 10.3233/IFS-141518 Cadair

Naik, N.K., Diao, R., Shen, Q. 2015. Choice of effective fitness functions for genetic algorithm-aided dynamic fuzzy rule interpolation. 2015 IEEE International Conference on Fuzzy Systems (UZZ-IEEE). Cadair

Zheng, L., Diao, R., Shen, Q. 2015. Self-adjusting harmony search-based feature selection. Soft Computing 19 (6) pp. 1567-1579. 10.1007/s00500-014-1307-8 Cadair

Qu, Y., Shang, C., Shen, Q., MacParthalain, N., Wu, W. 2015. Kernel-based fuzzy-rough nearest-neighbour classification for mammographic risk analysis. International Journal of Fuzzy Systems 17 (3) pp. 471-483. 10.1007/s40815-015-0044-1 Cadair

Bai, B., Li, Y., Fan, J., Price, C., Shen, Q. 2015. Object tracking based on incremental Bi-2DPCA learning with sparse structure. Applied Optics 54 (10) pp. 2897-2907. 10.1364/AO.54.002897 Cadair

Zhang, Y., Shang, C., Shen, Q. 2015. Interpolation aided fuzzy image classification. IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). IEEE Press pp. 1-7. 10.1109/FUZZ-IEEE.2015.7337903 Cadair

2014

Chao, F., Wang, Z., Shang, C., Meng, Q., Jiang, M., Zhou, C., Shen, Q. 2014. A developmental approach to robotic pointing via human-robot interaction. Information Sciences 283 pp. 288-303. 10.1016/j.ins.2014.03.104 Other Cadair

Diao, R., Chao, F., Peng, T., Snooke, N., Shen, Q. 2014. Feature Selection Inspired Classifier Ensemble Reduction. IEEE Transactions on Cybernetics 44 (8) pp. 1259-1268. 10.1109/TCYB.2013.2281820 Cadair

Jin, S., Diao, R., Quek, C., Shen, Q. 2014. Backward fuzzy rule interpolation. IEEE Transactions on Fuzzy Systems 22 (6) pp. 1682-1698. 10.1109/TFUZZ.2014.2303474 Cadair

Jensen, R., Tuson, A., Shen, Q. 2014. Finding rough and fuzzy-rough set reducts with SAT. Information Sciences 255 pp. 100-120. 10.1016/j.ins.2013.07.033 Cadair

Diao, R., MacParthalain, N., Jensen, R., Shen, Q. 2014. Heuristic search for fuzzy-rough bireducts and its use in classifier ensembles. IEEE International Conference on Fuzzy Systems. 2014 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2014. IEEE Press pp. 1504-1511. 10.1109/FUZZ-IEEE.2014.6891819 Other Cadair

Li, Y., Li, P., Shen, Q. 2014. Real-time infrared target tracking based on ℓ1 minimization and compressive features. Applied Optics 53 (28) pp. 6518-6526. 10.1364/AO.53.006518 Cadair

Su, P., Chen, T., Shang, C., Shen, Q. 2014. Nearest neighbour-guided induced OWA and its application to journal ranking. 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). 2014 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2014. IEEE Press pp. 1794-1800. Cadair

Su, P., Shang, C., Shen, Q. 2014. Link-based pairwise similarity matrix approach for fuzzy C-means clustering ensemble. 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). 2014 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2014. IEEE Press pp. 1538-1544. Cadair

Zhang, Y., Shang, C., Shen, Q. 2014. Interpolating deep spatio-temporal inference network features for image classification. 2014 International Join Conference on Neural Networks (IJCNN). IEEE Press pp. 1819-1826. 10.1109/IJCNN.2014.6889776 Cadair

Chen, T., Shen, Q., Su, P., Shang, C. 2014. Refinement of fuzzy rule weights with particle swarm optimization. 2014 14th UK Workshop on computational Intelligence. IEEE Press pp. 1-7. 10.1109/UKCI.2014.6930170 Cadair

Jin, S., Shen, Q., Diao, R. 2014. Alpha-cut-based backward fuzzy interpolation. Proceedings of 13th IEEE International Conference on Cognitive Informatics and Cognitive Computing. 2014 IEEE 13th International conference on Cognitive Informatics & Cognitive Computing (ICCI*CC). IEEE Press pp. 211-218. Cadair

Chen, C., Shen, Q. 2014. OWA-based fuzzy rule interpolation for group decision making. 2014 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2014. Cadair

Diao, R., Jin, S., Shen, Q. 2014. Antecedent selection in fuzzy rule interpolation using feature selection techniques. 2014 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2014. Cadair

Naik, N.K., Diao, R., Shen, Q. 2014. Genetic algorithm-aided dynamic fuzzy rule interpolation. 2014 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2014. Cadair

Yang, L., Chen, C., Jin, N., Fu, X., Shen, Q. 2014. Closed form fuzzy interpolation with interval type-2 fuzzy sets. 2014 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2014. Cadair

Li, F., Shen, Q., Li, Y., MacParthalain, N. 2014. A fuzzy image congealing-based handwritten Chinese character recognition and classification system. 2014 14th UK Workshop on Computational Intelligence (UKCI). Cadair

2013

Rasmani, K.A., Shahari, N.A., Garibaldi, J.M., Shen, Q. 2013. Practicality Issues in Using Fuzzy Approaches for Aggregating Students’ Academic Performance. Procedia - Social and Behavioral Sciences 83 pp. 398-402. 10.1016/j.sbspro.2013.06.078 Cadair

Qu, Y., Shang, C., Yang, J., Wu, W., Shen, Q. 2013. Modified gradient based learning for local coupled feedforward neural networks with Gaussian basis function. Neural Computing and Applications 22 (1 (Supplement)) pp. 379-394. 10.1007/s00521-012-0910-9 Cadair

Qu, Y., Shen, Q., MacParthaláin, N.S., Shang, C., Wu, W. 2013. Fuzzy similarity-based nearest-neighbour classification as alternatives to their fuzzy-rough parallels. International Journal of Approximate Reasoning 54 (1) pp. 184-195. 10.1016/j.ijar.2012.06.008 Cadair

Su, P., Shang, C., Shen, Q. 2013. Link-based Approach for Bibliometric Journal Ranking. Soft Computing 17 (12) pp. 2399-2410. 10.1007/s00500-013-1052-4 Cadair

Diao, R., MacParthaláin, N.S., Shen, Q. 2013. Dynamic feature selection with fuzzy-rough sets. Proceedings of the 22nd International Conference on Fuzzy Systems. 22nd IEEE International Conference on Fuzzy Systems. IEEE Press pp. 1-7. 10.1109/FUZZ-IEEE.2013.6622410 Cadair

Naik, N.K., Diao, R., Quek, C., Shen, Q. 2013. Towards dynamic fuzzy rule interpolation. Proceedings of the 22nd International Conference on Fuzzy Systems. 22nd IEEE International Conference on Fuzzy Systems. IEEE Press pp. 1-7. 10.1109/FUZZ-IEEE.2013.6622404 Cadair

Jin, S., Diao, R., Quek, C., Shen, Q. 2013. Backward fuzzy rule interpolation with multiple missing values. Proceedings of the 22nd International Conference on Fuzzy Systems. 2013 IEEE International Conference on Fuzzy Systems (FUZZ). 10.1109/FUZZ-IEEE.2013.6622377 Cadair

Su, P., Shang, C., Shen, Q. 2013. OWA-aggregated fuzzy similarity relations for journal ranking. Proceedings of the 22nd International Conference on Fuzzy Systems. 22nd IEEE International Conference on Fuzzy Systems. IEEE Press pp. 1-7. 10.1109/FUZZ-IEEE.2013.6622376 Cadair

Chen, C., Quek, C., Shen, Q. 2013. Scale and move transformation-based fuzzy rule interpolation with interval type-2 fuzzy sets. Proceedings of the 22nd International Conference on Fuzzy Systems. 22nd IEEE International Conference on Fuzzy Systems. IEEE Press pp. 1-8. 10.1109/FUZZ-IEEE.2013.6622351 Cadair

Zhang, Y., Shang, C., Shen, Q. 2013. Interpolating DeSTIN features for image classification. Proceedings of the 2013 UK Workshop on Computational Intelligence. 2013 13th UK Workshop on Computational Intelligence. IEEE Press pp. 292-298. Cadair

Zheng, L., Diao, R., Shen, Q. 2013. Efficient feature selection using a self-adjusting harmony search algorithm. Proceedings of the 2013 UK Workshop on Computational Intelligence. 2013 13th UK Workshop on Computational Intelligence. IEEE Press pp. 167-174. 10.1109/UKCI.2013.6651302 Cadair

Yang, L., Shen, Q. 2013. Closed form fuzzy interpolation. Fuzzy Sets and Systems 225 pp. 1-22. 10.1016/j.fss.2013.04.001 Cadair

2012

Diao, R., Shen, Q. 2012. Feature Selection with Harmony Search. 42 (6) pp. 1509-1523. 10.1109/TSMCB.2012.2193613 Cadair

Shen, Q., Diao, R., Su, P. 2012. Feature selection ensemble. In A. Voronkov. (ed) Turing-100. The Alan Turing Centenary. EasyChair Proceedings in Computing EasyChair pp. 289-306. Cadair

Jin, S., Diao, R., Shen, Q. 2012. Backward Fuzzy Interpolation and Extrapolation with Multiple Multi-antecedent Rules. 2012 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). WCCI 2012 IEEE World Congress on Computational Intelligence: 2012 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). IEEE Press pp. 1-8. 10.1109/FUZZ-IEEE.2012.6251225 Cadair

Shen, Q., Boongoen, T. 2012. Fuzzy orders-of-magnitude based link analysis for qualitative alias detection. IEEE Transactions on Knowledge and Data Engineering 24 (4) pp. 649-664. 10.1109/TKDE.2010.255 Cadair

Shen, Q., Boongoen, T. 2012. Social network inspired approach to intelligent monitoring of intelligence data. In T. Hong., L. S. L. Wang., I. Ting. (eds) Social Network Mining, Analysis and Research Trends: Techniques and Applications. IGI Global pp. 79-100. 10.4018/978-1-61350-513-7.ch006 Cadair

Chen, C., Shen, Q. 2012. A new method for rule interpolation inspired by rough-fuzzy sets. Proceedings of the 21st International Conference on Fuzzy Systems. 2012 IEEE International Conference on Fuzzy Systems. IEEE Press pp. 1098-1105. 10.1109/FUZZ-IEEE.2012.6251216 Cadair

Fu, X., Travis, K., Neagu, D., Ridley, M., Shen, Q. 2012. Fuzzy complex number aided evaluation of predictive toxicology models. Proceedings of the 21st International Conference on Fuzzy Systems. 2012 IEEE International Conference on Fuzzy Systems. IEEE Press pp. 1922-1929. 10.1109/FUZZ-IEEE.2012.6251331 Cadair

Diao, R., Shen, Q. 2012. A harmony search based approach to hybrid fuzzy-rough rule induction. Proceedings of the 21st International Conference on Fuzzy Systems. 2012 IEEE International Conference on Fuzzy Systems. pp. 1549-1556. 10.1109/FUZZ-IEEE.2012.6251278 Cadair

Naik, N.K., Su, P., Shen, Q. 2012. Integration of interpolation and inference. Proceedings of the 2012 UK Workshop on Computational Intelligence. IEEE Press pp. 1-7. 10.1109/UKCI.2012.6335756 Cadair

Su, P., Shen, Q. 2012. Link-based methods for bibliometric journal ranking. Proceedings of the 2012 UK Workshop on Computational Intelligence. 2012 12th UK Workshop on Computational Intelligence (UKCI). IEEE Press pp. 1-8. 10.1109/UKCI.2012.6335778 Cadair

2011

Boongoen, T., Shang, C., Iam-On, N., Shen, Q. 2011. Extending Data Reliability Measure to a Filter Approach for Soft Subspace Clustering. 41 (6) pp. 1705-1714. 10.1109/TSMCB.2011.2160341 Cadair

Yang, L., Shen, Q. 2011. Adaptive fuzzy interpolation. IEEE Transactions on Fuzzy Systems 19 (6) pp. 1107-1126. 10.1109/TFUZZ.2011.2161584 Cadair

Qu, Y., Shang, C., Wu, W., Shen, Q. 2011. Evolutionary Fuzzy Extreme Learning Machine for Mammographic Risk Analysis. International Journal of Fuzzy Systems 13 (4) 2552658 pp. 282-291. Other Other Other Cadair

Shen, Q., Boongoen, T., Price, C. 2011. Fuzzy Order-of-Magnitude Based Link Analysis for Qualitative Alias Detection. Proceedings of the 25th International Workshop on Qualitative Reasoning. 25th International Workshop on Qualitative Reasoning. AAAI Press pp. 147-158. Cadair

Jin, S., Diao, R., Shen, Q. 2011. Towards Backward Fuzzy Rule Interpolation. Proceedings of the 11th UK Workshop on Computational Intelligence. Manchester University Press pp. 194-200. Cadair Other

Shen, Q., Yang, L. 2011. Adaptive Fuzzy Interpolation with Uncertain Observations and Rule Base. 2011 IEEE International Conference on Fuzzy Systems (FUZZ). 2011 IEEE International Conference on Fuzzy Systems. IEEE Press pp. 471-478. Cadair

Shen, Q., Yang, L. 2011. Adaptive Fuzzy Interpolation with Prioritized Component Candidates. 2011 IEEE International Conference on Fuzzy Systems (FUZZ). 2011 IEEE International Conference on Fuzzy Systems. IEEE Press pp. 428-435. 10.1109/FUZZY.2011.6007463 Cadair

Chen, C., Shen, Q. 2011. Towards Fuzzy-Rough Rule Interpolation. Proceedings of the 11th UK Workshop on Computational Intelligence (UKCI2011). Manchester University Press pp. 55-60. Cadair

Diao, R., Shen, Q. 2011. Fuzzy-rough Classifier Ensemble Selection. 2011 IEEE International Conference on Fuzzy Systems. 2011 IEEE International Conference on Fuzzy Systems. IEEE Press pp. 1516-1522. 10.1109/FUZZY.2011.6007400 Cadair

Qu, Y., Shang, C., Shen, Q., MacParthaláin, N.S., Wu, W. 2011. Kernel-Based Fuzzy-Rough Nearest Neighbour Classification. Proceedings of the 20th IEEE International Conference on Fuzzy Systems. Proceedings of the 20th International Conference on Fuzzy Systems (Fuzz-IEEE 2011). IEEE Press pp. 1523-1529. 10.1109/FUZZY.2011.6007401 Cadair

Keppens, J., Shen, Q., Price, C.J. 2011. Compositional Bayesian Modelling for Computation of Evidence Collection Strategies. Applied Intelligence 35 (1) pp. 134-161. 10.1007/s10489-009-0208-5 Cadair

Fu, X., Shen, Q. 2011. Fuzzy complex numbers and their application for classifiers performance evaluation. Pattern Recognition 44 (7) pp. 1403-1417. 10.1016/j.patcog.2011.01.011 Cadair

Boongoen, T., Shen, Q., Price, C.J. 2011. Fuzzy qualitative link analysis for academic performance evaluation. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 19 (3) pp. 559-585. 10.1142/S0218488511007131 Cadair Other

Daly, R., Shen, Q., Aitken, S. 2011. Learning Bayesian networks: approaches and issues. Knowledge Engineering Review 26 (2) pp. 99-157. 10.1017/S0269888910000251 Cadair

Barnes, D.P., Shang, C., Shen, Q. 2011. Facilitating efficient Mars terrain image classification with fuzzy-rough feature selection. International Journal of Hybrid Intelligent Systems 8 (1) pp. 3-13. 10.3233/HIS-2011-0126 Cadair

Shen, Q., Yang, L. 2011. Generalisation of Scale and Move Transformation-Based Fuzzy Interpolation. Journal of Advanced Computational Intelligence and Intelligent Informatics 15 (3) pp. 288-298. Cadair Other

2010

Diao, R., Shen, Q. 2010. Deterministic Parameter Control in Harmony Search. 2010 UK Workshop on Computational Intelligence (UKCI). 2010 UK Workshop on Computational Intelligence. 10.1109/UKCI.2010.5625576 Cadair

Wu, W., Shen, Q., Qu, Y., MacParthaláin, N.S. 2010. Extreme Learning Machine for Mammographic Risk Analysis. Proceedings of the 2010 UK Workshop on Computational Intelligence. UKCI 2010: UK workship on Computational Intelligence. IEEE Press Cadair

Shen, Q., Zhao, R. 2010. A credibilistic approach to assumption-based truth maintenance. IEEE Transactions on Systems, Man, and Cybernetics: Systems 41 (1) pp. 85-96. 10.1109/TSMCA.2010.2064298 Cadair Other

Fu, X., Shen, Q. 2010. Fuzzy compositional modeling. IEEE Transactions on Fuzzy Systems 18 (4) pp. 823-840. 10.1109/TFUZZ.2010.2050325 Cadair

Diao, R., Shen, Q. 2010. Two new approaches to feature selection with harmony search. 2010 IEEE International Conference on Fuzzy Systems (FUZZ). pp. 1-7. 10.1109/FUZZY.2010.5584009 Cadair

Shen, Q., Yang, L. 2010. Adaptive Fuzzy Interpolation and Extrapolation with Multiple-antecedent Rules. Proceedings of the 19th International Conference on Fuzzy Systems (FUZZ-IEEE'10). 19th International Conference on Fuzzy Systems (FUZZ-IEEE'10). pp. 565-572. Cadair

Fu, X., Shen, Q., Boongoen, T. 2010. Evidence directed generation of plausible crime scenarios with identity resolution. Applied Artificial Intelligence 24 (4) pp. 253-276. 10.1080/08839511003715154 Cadair

MacParthaláin, N.S., Jensen, R., Shen, Q., Zwiggelaar, R. 2010. Fuzzy-rough approaches for mammographic risk analysis. Intelligent Data Analysis 14 (2) pp. 225-244. 10.3233/IDA-2010-0418 Cadair

MacParthaláin, N.S., Shen, Q., Jensen, R. 2010. A Distance Measure Approach to Exploring the Rough Set Boundary Region for Attribute Reduction. IEEE Transactions on Knowledge and Data Engineering 22 (3) pp. 306-317. 10.1109/TKDE.2009.119 Cadair

Boongoen, T., Shen, Q., Price, C.J. 2010. Disclosing false identity through hybrid link analysis. Artificial Intelligence and Law 18 (1) pp. 77-102. 10.1007/s10506-010-9085-9 Cadair

Tuson, A., Shen, Q., Jensen, R. 2010. Extending Propositional Satisfiability to Determine Minimal Fuzzy-Rough Reducts. Cadair

Boongoen, T., Shen, Q. 2010. Nearest-Neighbor Guided Evaluation of Data Reliability and Its Applications. 40 (6) pp. 1622-1633. 10.1109/TSMCB.2010.2043357 Cadair Other

MacParthaláin, N.S., Shen, Q. 2010. On rough sets, their recent extensions, and applications. Knowledge Engineering Review 25 (4) pp. 365-395. 10.1017/S0269888910000263 Cadair

Shen, Q., Zhao, R. 2010. Risk assessment of serious crime with fuzzy random theory. Information Sciences 180 (22) pp. 4401-4411. 10.1016/j.ins.2010.07.027 Cadair

2009

Halliwell, J., Shen, Q. 2009. Linguistic probabilities: theory and application. Soft Computing 13 (2) pp. 169-183. 10.1007/s00500-008-0304-1 Cadair Other

Shen, Q., Zhao, R., Tang, W. 2009. Random Fuzzy Alternating Renewal Processes. Soft Computing 13 (2) pp. 139-147. 10.1007/s00500-008-0307-y Cadair Other

Li, S., Shen, Q., Wansheng, T., Ruiqing, Z. 2009. Random fuzzy delayed renewal processes. Soft Computing 13 (7) pp. 681-690. 10.1007/s00500-008-0372-2 Cadair Other

Cornelis, C., Jensen, R., Shen, Q. 2009. Hybrid Fuzzy-Rough Rule Induction and Feature Selection. Cadair

Yang, L., Shen, Q. 2009. Extending Adaptive Interpolation: From Triangular to Trapezoidal. Cadair Other

Shen, Q., Jensen, R. 2009. Feature Selection for Aiding Glass Forensic Evidence Analysis. Intelligent Data Analysis 13 (5) pp. 703-723. 10.3233/IDA-2009-0389 Cadair Other

Barnes, D.P., Shang, C., Shen, Q. 2009. Effective Feature Selection for Mars McMurdo Terrain Image Classification. Cadair

Jensen, R., Shen, Q. 2009. Interval-valued Fuzzy-Rough Feature Selection in Datasets with Missing Values. Proceedings of the 18th International Conference on Fuzzy Systems. 18th International Conference on Fuzzy Systems (FUZZ-IEEE'09). pp. 610-615. 10.1109/FUZZY.2009.5277289 Cadair

Boongoen, T., Shen, Q. 2009. Intelligent Hybrid Approach to False Identity Detection. Proceedings of the 12th International Conference on Artificial Intelligence and Law. pp. 147-156. Cadair Other

Yang, L., Shen, Q. 2009. Extending adaptive interpolation reasoning: from triangular to trapezoidal. Proceedings of the 2009 UK Workshop on Computational Intelligence. Cadair

Shen, Q. 2009. Fuzzy Sets and Rough Sets for Scenario Modelling and Analysis. In H. Sakai., M. K. Chakroborty., A. E. Hassanien., D. Ślęzak., W. Zhu. (eds) Rough Sets, Fuzzy Sets, Data Mining and Granular Computing: 12th International Conference, RSFDGrC 2009, Delhi, India, December 15-18, 2009. Proceedings. Lecture Notes in Computer Science, vol. 5908 12th International Conference, RSFDGrC 2009. Springer Nature pp. 45-58. 10.1007/978-3-642-10646-0_5 Cadair

Shang, C., Barnes, D.P., Shen, Q. 2009. Taking Fuzzy-Rough Application to Mars: Fuzzy-Rough Feature Selection for Mars Terrain Image Classification. Rough Sets, Fuzzy Sets, Data Mining and Granular Computing. 12th International Conference, RSFDGrC 2009. Springer Nature pp. 209-216. 10.1007/978-3-642-10646-0_25 Cadair

Shang, C., Barnes, D., Shen, Q. 2009. Effective feature selection for Mars McMurdo image classification. 9th International Conference on Intelligent Systems Design and Applications, 2009. ISDA '09. 9th International Conference on Intelligent Systems Design and Applications, 2009. ISDA '09. IEEE Press pp. 1419-1424 . 10.1109/ISDA.2009.105 Cadair

Shen, Q. 2009. Intelligent systems for decision support. Proceedings of International Joint Conference on Computational Intelligence. pp. 25-36. Cadair

Shen, Q., Boongoen, T. 2009. Order-of-magnitude based link analysis for false identity detection. Proceedings of the 23rd International Workshop on Qualitative Reasoning. pp. 7-15. Cadair

Jensen, R., Shen, Q. 2009. Are More Features Better?: A Response to Attributes Reduction Using Fuzzy Rough Sets. IEEE Transactions on Fuzzy Systems 17 (6) pp. 1456-1458. 10.1109/TFUZZ.2009.2026639 Cadair Other

Shen, Q., Boongoen, T. 2009. Semi-Supervised OWA Aggregation for Link-Based Similarity Evaluation and Alias Detection. Cadair

Jensen, R., Shen, Q. 2009. New approaches to fuzzy-rough feature selection. IEEE Transactions on Fuzzy Systems 17 (4) pp. 824-838. 10.1109/TFUZZ.2008.924209 Cadair Other

Shen, Q., Huang, Z. 2009. Preserving piece-wise linearity in fuzzy interpolation. IEEE International Conference on Fuzzy Systems, 2009. FUZZ-IEEE 2009. 18th International Conference on Fuzzy Systems (FUZZ-IEEE 2009). IEEE Press pp. 575-580. 10.1109/FUZZY.2009.5277235 Cadair

Rasmani, K.A., Garibaldi, J.M., Shen, Q., Ellis, I.O. 2009. Linguistic Rulesets Extracted from a Quantifier-based Fuzzy Classification System. Proceedings of the 18th International Conference on Fuzzy Systems (FUZZ-IEEE'09). 18th International Conference on Fuzzy Systems (FUZZ-IEEE'09). IEEE Press pp. 1204-1209. 10.1109/FUZZY.2009.5277081 Cadair

Fu, X., Shen, Q. 2009. A Novel Framework of Fuzzy Complex Numbers and its Application to Compositional Modelling. 18th International Conference on Fuzzy Systems (FUZZ-IEEE'09). 18th International Conference on Fuzzy Systems (FUZZ-IEEE 2009). pp. 536-541. 10.1109/FUZZY.2009.5277051 Cadair

Yang, L., Shen, Q. 2009. Towards Adaptive Interpolative Reasoning. Proceedings of the 18th International Conference on Fuzzy Systems (FUZZ-IEEE'09). pp. 542-549. 10.1109/FUZZY.2009.5277053 Cadair

Daly, R., Shen, Q. 2009. Learning Bayesian network equivalence classes with ant colony optimization. Journal of Artificial Intelligence Research 35 pp. 391-447. Cadair Other

MacParthaláin, N.S., Shen, Q. 2009. Exploring the Boundary Region of Tolerance Rough Sets for Feature Selection. Pattern Recognition 42 (5) pp. 655-667. 10.1016/j.patcog.2008.08.029 Cadair Other

2008

Boongoen, T., Shen, Q. 2008. Clus-DOWA: A New Dependent OWA Operator. Proceedings of IEEE International Conference on Fuzzy Systems. 17th International Conference on Fuzzy Systems. pp. 1057-1063. Cadair

Shen, Q., Fu, X. 2008. Fuzzy Model Fragment Retrieval. Proceedings of the 17th International Conference on Fuzzy Systems. 17th International Conference on Fuzzy Systems. pp. 1381-1388. Cadair

MacParthaláin, N.S., Jensen, R., Shen, Q. 2008. Finding Fuzzy-rough Reducts with Fuzzy Entropy. IEEE International Conference on Fuzzy Systems, 2008. 10.1109/FUZZY.2008.4630537 Cadair

Yang, M., Shen, Q. 2008. Reinforcing fuzzy rule-based diagnosis of turbomachines with case-based reasoning. International Journal of Knowledge-Based and Intelligent Engineering Systems 12 (2) pp. 173-181. 10.3233/KES-2008-12208 Cadair

Shen, Q., Jensen, R. 2008. Approximation-based feature selection and application for algae population estimation. Applied Intelligence 28 (2) pp. 167-181. 10.1007/s10489-007-0058-y Cadair

Huang, Z., Shen, Q. 2008. Fuzzy Interpolation and Extrapolation: A Practical Approach. IEEE Transactions on Fuzzy Systems 16 (1) pp. 13-28. 10.1109/TFUZZ.2007.902038 Cadair Other

Shen, Q., Jensen, R. 2008. Data Reduction with Rough Sets. Encyclopedia of Data Warehousing and Mining - 2nd Edition. 2ndth edn, IGI Global pp. 556-560. 10.4018/978-1-60566-010-3.ch087 Cadair

Shen, Q., Yang, M. 2008. Fuzzy Diagnosis of Turbomachines. International Journal of Knowledge-Based and Intelligent Engineering Systems 12 (2) pp. 137-146. Cadair Other

Marin-Blázquez, J., Shen, Q. 2008. A fuzzy-XCS classifier system with linguistic hedges. Journal of Computational Intelligence Research (IJCIR) 4 (4) pp. 329-341. Cadair Other

Shen, Q., Jensen, R. 2008. Interval-valued Fuzzy-Rough Feature Selection and Application for Handling Missing Values in Datasets. 8th Annual UK Workshop on Computational Intelligence (UKCI'08). 8th Annual UK Workshop on Computational Intelligence (UKCI'08). pp. 59-64. Cadair

Shang, C., Shen, Q. 2008. Aiding neural network based image classification with fuzzy-rough feature selection. IEEE International Conference on Fuzzy Systems, 2008. FUZZ-IEEE 2008. IEEE Press pp. 976-982. 10.1109/FUZZY.2008.4630488 Cadair

Jensen, R., Shen, Q. 2008. Computational Intelligence and Feature Selection: Rough and Fuzzy Approaches. Wiley 10.1002/9780470377888 Cadair Other

Shen, Q., Zhao, R., Tang, W. 2008. Modelling random fuzzy renewal reward processes. IEEE Transactions on Fuzzy Systems 16 (5) pp. 1379-1385. 10.1109/TFUZZ.2008.2005014 Cadair Other

Shen, Q., MacParthaláin, N.S., Jensen, R. 2008. Rough and Fuzzy-rough methods for mammographic data analysis. Proceedings of the 8th Annual UK Workshop on Computational Intelligence. Cadair

Shen, Q., Boongoen, T. 2008. Detecting False Identity through Behavioural Patterns. Cadair

Boongoen, T., Shen, Q. 2008. Detecting false identity through behavioral patterns. 2008 International Crime Science Conference. Cadair

2007

Jensen, R., Shen, Q. 2007. Tolerance-based and Fuzzy-Rough Feature Selection. Cadair

Shen, Q., Daly, R. 2007. Methods to accelerate the learning of bayesian network structures. Cadair

Shen, Q. 2007. Rough feature selection for intelligent classifiers. In J. F. Peters., A. Skowron., V. W. Marek., E. Orłowska., R. Słowiński., W. Ziarko. (eds) Transactions on Rough Sets VII: Commemorating the Life and Work of Zdzisław Pawlak, Part I. Lecture Notes in Computer Science, vol. 4400 Springer Nature pp. 244-255. Cadair Other

Jensen, R., Shen, Q. 2007. Rough set based feature selection: A review. In A. Hassanien., Z. Suraj., D. Slezak., P. Lingras. (eds) Rough Computing: Theories, Technologies and Applications. Information Science Reference pp. 70-107. 10.4018/978-1-59904-552-8.ch003 Cadair

Schafer, B., Keppens, J., Shen, Q. 2007. Thinking with and outside the box: developing computer support for evidence teaching. In P. Roberts., M. Redmayne. (eds) Innovations in Evidence and Proof: Integrating Theory, Research and Teaching. Hart Publishing pp. 139-158. Cadair Other

Shen, Q., Hayes, B., Aitken, C., Jensen, R. 2007. The evaluation of evidence for exponentially distributed data. Computational Statistics and Data Analysis 51 (12) pp. 5682-5693. 10.1016/j.csda.2007.05.026 Cadair

Shen, Q., MacParthaláin, N.S., Jensen, R. 2007. Distance Measure Assisted Rough Set Feature Selection. 10.1109/FUZZY.2007.4295518 Cadair Other

Shen, Q., Zhao, R., Fu, X. 2007. Towards Fuzzy Compositional Modelling. 10.1109/FUZZY.2007.4295543 Cadair Other

Fu, X., Shen, Q. 2007. Knowledge representation for fuzzy model composition. Cadair

Shen, Q., Keppens, J., Aitken, C., Schafer, B., Lee, M. 2007. A scenario-driven decision support system for serious crime investigation. Law, Probability and Risk 5 (2) pp. 87-117. 10.1093/lpr/mgl014 Cadair

Shen, Q., Jensen, R. 2007. Fuzzy-Rough Sets Assisted Attribute Selection. IEEE Transactions on Fuzzy Systems 15 (1) pp. 73-89. 10.1109/TFUZZ.2006.889761 Cadair

Shen, Q., Jensen, R. 2007. Rough sets, their extensions and applications. International Journal of Automation and Computing 4 (3) pp. 217-228. 10.1007/s11633-007-0217-y Cadair

2006

Keppens, J., Shen, Q. 2006. Granularity and disaggregation in compositional modelling with applications to ecological systems. Applied Intelligence 25 (3) pp. 269-292. 10.1007/s10489-006-0107-y Cadair

Rasmani, K.A., Shen, Q. 2006. Data-driven fuzzy rule generation and its application for student academic performance evaluation. Applied Intelligence 25 (3) pp. 305-319. 10.1007/s10489-006-0109-9 Cadair

MacParthaláin, N.S., Shen, Q., Jensen, R. 2006. Comparing Fuzzy-Rough and Fuzzy Entropy-assisted Fuzzy-Rough Feature Selection. Proceedings of the 6th Annual Workshop on Computational Intelligence (UKCI'06). Cadair

MacParthaláin, N.S., Jensen, R., Shen, Q. 2006. Fuzzy Entropy-Assisted Fuzzy-Rough Feature Selection. 2006 IEEE International Conference on Fuzzy Systems. 10.1109/FUZZY.2006.1681746 Cadair Other

Shen, Q., Huang, Z. 2006. Fuzzy interpolative reasoning via scale and move transformation. IEEE Transactions on Fuzzy Systems 14 (2) pp. 340-359. 10.1109/TFUZZ.2005.859324 Cadair

Jensen, R., Shen, Q. 2006. Webpage Classification with ACO-enhanced Fuzzy-Rough Feature Selection. Cadair

Shen, Q., Shang, C. 2006. Aiding classification of gene expression data with feature selection: a comparative study. Journal of Computational Intelligence Research (IJCIR) pp. 68-76. Cadair Other

Daly, R., Aitken, S., Shen, Q. 2006. Speeding up the learning of equivalence classes of Bayesian network structures. Cadair

Shen, Q., Daly, R., Aitken, S. 2006. Using ant colony optimisation in learning Bayesian network equivalence classes. Cadair

Shen, Q., Galea, M. 2006. Linguistic hedges for ant-generated rules. 10.1109/FUZZY.2006.1681974 Cadair

Galea, M., Shen, Q. 2006. Simultaneous ant colony optimisation algorithms for learning linguistic fuzzy rules. In C. Grosan., V. Ramos. (eds) Swarm Intelligence in Data Mining. Springer Nature pp. 75-99. Cadair Other

2005

Miguel, I., Shen, Q. 2005. Exhibiting the behaviour of time-delayed systems via an extension to qualitative simulation. pp. 298-305. 10.1109/TSMCA.2005.843387 Cadair

Jensen, R., Shen, Q. 2005. Fuzzy-Rough Data Reduction with Ant Colony Optimization. Fuzzy Sets and Systems 149 (1) pp. 5-20. 10.1016/j.fss.2004.07.014 Cadair

Shen, Q., Tuson, A., Jensen, R. 2005. Finding Rough Set Reducts with SAT. Cadair

Shen, Q., Daly, R. 2005. A Framework for the Scoring of Operators on the Search Space of Equivalence Classes of Bayesian Network Structures. Cadair

Galea, M., Shen, Q. 2005. Iterative vs Simultaneous Fuzzy Rule Induction. 10.1109/FUZZY.2005.1452491 Cadair

Shen, Q., Huang, Z. 2005. Transformation Based Interpolation with Generalized Representative Values. 10.1109/FUZZY.2005.1452500 Cadair

Shen, Q., Lee, M., Keppens, J. 2005. Compositional Bayesian modelling and its application to decision support in crime investigation. 19th International Workshop on Qualitative Reasoning. Cadair

Keppens, J., Schafer, B., Shen, Q. 2005. Probabilistic abductive computation of evidence collection strategies in crime investigation. Cadair Other

Rasmani, K., Shen, Q. 2005. Subsethood-based Fuzzy Rule Models and their Application to Student Performance. Cadair Other

Shen, Q., Huang, Z. 2005. Preserving Piece-wise Linearity in Fuzzy Interpolation. Cadair

Singh, V., Shen, Q., Galea, M. 2005. Encouraging Complementary Fuzzy Rules within Iterative Rule Learning. Cadair

Jensen, R., Shen, Q. 2005. Fuzzy-Rough Feature Significance for Fuzzy Decision Trees. Cadair

2004

Shen, Q., Smith, F. 2004. Fault identification through the combination of symbolic conflict recognition and Markov Chain-aided belief revision. 34 (5) pp. 649-663. 10.1109/TSMCA.2004.832826 Cadair

Shen, Q., Jensen, R. 2004. Selecting Informative Features with Fuzzy-Rough Sets and its Application for Complex Systems Monitoring. Pattern Recognition 37 (7) pp. 1351-1363. 10.1016/j.patcog.2003.10.016 Cadair

Jensen, R., Shen, Q. 2004. Semantics-Preserving Dimensionality Reduction: Rough and Fuzzy-Rough-Based Approaches. IEEE Transactions on Knowledge and Data Engineering 16 (12) pp. 1457-1471. 10.1109/TKDE.2004.96 Cadair Other

Jensen, R., Shen, Q. 2004. Fuzzy-Rough Attribute Reduction with Application to Web Categorization. Fuzzy Sets and Systems 141 (3) pp. 469-485. 10.1016/S0165-0114(03)00021-6 Cadair

Shen, Q., Galea, M. 2004. Evolutionary approaches to fuzzy modelling for classification. 10.1017/S0269888904000189 Cadair

Shen, Q., Keppens, J. 2004. Compositional model repositories via dynamic constraint satisfaction with order-of-magnitude preferences. Journal of Artificial Intelligence Research pp. 499-550. Cadair Other

Shen, Q., Galea, M. 2004. Fuzzy rules from ant-inspired computation. Cadair Other

Galea, M., Shen, Q. 2004. FRANTIC - A system for inducing accurate and comprehensible fuzzy rules. Cadair

Huang, Z., Shen, Q. 2004. Scale and move transformation-based fuzzy interpolative reasoning: A revisit. Cadair Other

Shen, Q., Huang, Z. 2004. Fuzzy interpolation with generalized representative values. Cadair

Shen, Q., Keppens, J. 2004. Causality enabled compositional modelling of Bayesian networks. Cadair

Shen, Q., Rasmani, K. 2004. Modifying weighted fuzzy subsethood-based rule models with fuzzy quantifiers. Cadair Other

Rasmani, K., Shen, Q. 2004. Subsethood-based fuzzy modelling and classification. Cadair