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| Xiaodong Yue |
| yswantfly(at)shu.edu.cn |
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Research Interests
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Machine learning, soft computing, data mining and image analysis
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Work Posters
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Uncertain data classification with neighborhoods
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X.D. Yue, J. Zhou, Y.Y. Yao, D.Q. Miao. Shadowed Neighborhoods Based on Fuzzy Rough Transformation for Three-Way Classification, IEEE Transactions on Fuzzy Systems, 2020, 28(5), 978-991.
X.D. Yue, Y.F. Chen, D.Q. Miao, H. Fujita. Fuzzy Neighborhood Covering for Three-Way Classification, Information Sciences, 2020, 507, 795-808.
J. Qian, C.H. Liu, D.Q. Miao, X.D. Yue. Sequential three-way decisions via multi-granularity, Information Sciences, 2020, 507, 606-629.
J. Qian, C.H. Liu, X.D. Yue. Multi-granulation sequential three-way decisions based on multiple thresholds, International Journal of Approximate Reasoning, 2018, 105: 396-416.,
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Neighborhood covering reduction
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X.D. Yue, X. Xiao, Y.F. Chen, J. Qian. Robust Neighborhood Covering Reduction with Determinantal Point Process sampling, Knowledge-Based Systems, 188, 105063.
X.D. Yue, Y.F. Chen, D.Q. Miao, J. Qian. Tri-partition Neighborhood Covering Reduction for Robust Classification, International Journal of Approximate Reasoning, 2017, 83: 371-384.
Q. Chen, X.D. Yue, J. Zhou, Y.F. Chen, M. Reformat. Efficient Neighborhood Covering Reduction with Submodular Function Optimization. The 24th International Conference on Neural Information Processing (ICONIP-17), 2017, 10634: 505-514.
W. Huang, X.D. Yue, C.M. Zhong, N. Zhang. Rough Neighborhood Covering Reduction for Robust Classification, The 23rd International Conference on Pattern Recognition (ICPR-16), 2016, 3308-3313.
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Clustering ensemble
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W. Liu, X.D. Yue, C.M. Zhong, J. Zhou. Clustering Ensemble Selection with Determinantal Point Processes. The 26th International Conference on Neural Information Processing (ICONIP-19), 2019, 621-633.
C.M. Zhong, L.Y. Hu, X.D. Yue, et al. Ensemble Clustering Based on Evidence Extracted from The Co-association Matrix. Pattern Recognition, 2019, 92: 93-106.
C.M. Zhong, X.D. Yue, Z.H. Zhang. A Clustering Ensemble: Two-Level Refined Co-Association Matrix with Path-Based Transformation. Pattern Recognition, 2015, 48: 2699-2709.
C.M. Zhong, X.D. Yue, J.S. Lei. Visual hierarchical cluster structure: A Refined Co-Association Matrix Based Visual Assessment of Cluster Tendency. Pattern Recognition Letters, 2015, 59: 48-55.
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Feature selection and attribute reduction
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X.X. Zhang, X.D. Yue, Z.K. Xu. Efficient Attribute Reduction with Submodular Function Optimization. The 19th IEEE International Conference on Data Mining (ICDM-19), Workshop on Dynamic Feature Mining, 2019, 681-688.
M.Q. Wang, X.D. Yue, C. Gao, Y.F. Chen. Feature Selection Ensemble for Symbolic Data Classification with AHP. The 24th International Conference on Pattern Recognition (ICPR-18), 2018, 868-873.
J. Qian, C.Y. Dang, X.D. Yue, N. Zhang. Attribute Reduction for Sequential Three-way Decisions under Dynamic Granulation, International Journal of Approximate Reasoning, 2017, 85: 196-216.
X.D. Yue, D.Q. Miao, L.B. Cao. Multi-view Attributes Reduction Model for Traffic Bottleneck Analysis, Knowledge-Based Systems, 2015, 86: 1-10.
J. Qian, P. Lv, X.D. Yue. Hierarchical Attribute Reduction Algorithms for Big Data Using MapReduce. Knowledge-Based Systems, 2015, 73: 18-31.
X.D. Yue, L.B. Cao, Y.F. Chen, B. Xu. Multi-view Actionable Patterns for Managing Traffic Bottleneck, The 29th AAAI Conference on Artificial Intelligence (AAAI-15), Workshop on AI for Transportation, 2015, 64-70.
J. Qian, D.Q. Miao, Z.H. Zhang, X.D. Yue. Parallel Attribute Reduction Algorithms Using MapReduce. Information Sciences, 2014, 279: 671-690.
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Image analysis based on roughness measure
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X.D. Yue, D.Q. Miao, L.B. Cao and Q. Wu. An Efficient Color Quantization Based on Generic Roughness Measure, Pattern Recognition, 2014, 47(4): 1777-1789.
X.D. Yue, D.Q. Miao, N. Zhang. Multiscale Roughness Measure for Color Image Segmentation. Information Sciences, 2012, 216: 93-112.
X.D. Yue, D.Q. Miao, C.M. Zhong. Roughness Measure Approach to Color Image Segmentation. Acta Automatica Sinica, 2010, 36(6): 807-816. (in Chinese)
W. Xu, X.D. Yue, Y.F. Chen, M. Reformat. Ensemble of Active Contour Based Image Segmentation. The 24th IEEE International Conference on Image Processing (ICIP-17), 2017, 86-90.
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Medical decision support with uncertainty
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Y.F. Chen, X.D. Yue, H. Fujita, S.Y. Fu. Three-way Decision Support for Diagnosis on Focal Liver Lesions, Knowledge-Based Systems, 2017, 127: 85-99.
H.Y. Zheng, Y.F. Chen, X.D. Yue, C. Ma, et al. Deep Pancreas Segmentation with Uncertain Regions of Shadowed Sets, Magnetic Resonance Imaging, 2020, 68, 45-52.
Y.F. Chen, X.D. Yue, R.Y.D. Xu. Region Scalable Active Contour Model with Global Constraint, Knowledge-Based Systems, 2017, 120: 57-73.
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Multi-granular off-line handwritten character recognition
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X.D. Yue, D.Q. Miao. Rough Geometry and Its Applications in Character Recognition. Transactions on Rough Sets, 2009, 5656 : 136-156.
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