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Daren Yu
Publications
- 2016
- [j47]Jie Wan, Guorui Ren, Jinfu Liu, Qinghua Hu, Daren Yu:
Ultra-short-term wind speed prediction based on multi-scale predictability analysis. Clust. Comput. 19(2): 741-755 (2016) - [j46]Jie Wan, Jinfu Liu, Guorui Ren, Yufeng Guo, Daren Yu, Qinghua Hu:
Day-Ahead Prediction of Wind Speed with Deep Feature Learning. Int. J. Pattern Recognit. Artif. Intell. 30(5): 1650011:1-1650011:20 (2016) - 2014
- [j45]Weiwei Pan, Qinghua Hu, Yanping Song, Daren Yu:
Feature selection for monotonic classification via maximizing monotonic dependency. Int. J. Comput. Intell. Syst. 7(3): 543-555 (2014) - [j44]Qinghua Hu, Leijun Li, Xiangqian Wu, Gerald Schaefer, Daren Yu:
Exploiting diversity for optimizing margin distribution in ensemble learning. Knowl. Based Syst. 67: 90-104 (2014) - [j43]Leijun Li, Qinghua Hu, Xiangqian Wu, Daren Yu:
Exploration of classification confidence in ensemble learning. Pattern Recognit. 47(9): 3120-3131 (2014) - 2013
- [j41]Leijun Li, Bo Zou, Qinghua Hu, Xiangqian Wu, Daren Yu:
Dynamic classifier ensemble using classification confidence. Neurocomputing 99: 581-591 (2013) - [c20]Leijun Li, Qinghua Hu, Xiangqian Wu, Daren Yu:
Exploring Margin for Dynamic Ensemble Selection. RSKT 2013: 178-187 - 2012
- [j40]Shuang An, Qinghua Hu, Daren Yu, Jinfu Liu:
Soft Minimum-Enclosing-Ball Based Robust Fuzzy Rough Sets. Fundam. Informaticae 115(2-3): 189-202 (2012) - [j38]Qinghua Hu, Weiwei Pan, Yanping Song, Daren Yu:
Large-margin feature selection for monotonic classification. Knowl. Based Syst. 31: 8-18 (2012) - [j36]Qinghua Hu, Weiwei Pan, Lei Zhang, David Zhang, Yanping Song, Maozu Guo, Daren Yu:
Feature Selection for Monotonic Classification. IEEE Trans. Fuzzy Syst. 20(1): 69-81 (2012) - [j35]Qinghua Hu, Lei Zhang, Shuang An, David Zhang, Daren Yu:
On Robust Fuzzy Rough Set Models. IEEE Trans. Fuzzy Syst. 20(4): 636-651 (2012) - [j34]Qinghua Hu, Xunjian Che, Lei Zhang, David Zhang, Maozu Guo, Daren Yu:
Rank Entropy-Based Decision Trees for Monotonic Classification. IEEE Trans. Knowl. Data Eng. 24(11): 2052-2064 (2012) - 2011
- [j33]Qinghua Hu, Shuang An, Xiao Yu, Daren Yu:
Robust fuzzy rough classifiers. Fuzzy Sets Syst. 183(1): 26-43 (2011) - [j32]Daren Yu, Shuang An, Qinghua Hu:
Fuzzy Mutual Information Based min-Redundancy and Max-Relevance Heterogeneous Feature Selection. Int. J. Comput. Intell. Syst. 4(4): 619-633 (2011) - [j31]Qinghua Hu, Pengfei Zhu, Yongbin Yang, Daren Yu:
Large-margin nearest neighbor classifiers via sample weight learning. Neurocomputing 74(4): 656-660 (2011) - [j30]Daren Yu, Xiao Yu, Qinghua Hu, Jinfu Liu, Anqi Wu:
Dynamic time warping constraint learning for large margin nearest neighbor classification. Inf. Sci. 181(13): 2787-2796 (2011) - [j28]Qinghua Hu, Daren Yu, Witold Pedrycz, Degang Chen:
Kernelized Fuzzy Rough Sets and Their Applications. IEEE Trans. Knowl. Data Eng. 23(11): 1649-1667 (2011) - [c18]Shuang An, Qinghua Hu, Daren Yu:
Case-Based Classifiers with Fuzzy Rough Sets. RSKT 2011: 172-177 - 2010
- [j27]Qinghua Hu, Maozu Guo, Daren Yu, Jinfu Liu:
Information entropy for ordinal classification. Sci. China Inf. Sci. 53(6): 1188-1200 (2010) - [j25]Qinghua Hu, Pengfei Zhu, Jinfu Liu, Yongbin Yang, Daren Yu:
Feature Selection via Maximizing Fuzzy Dependency. Fundam. Informaticae 98(2-3): 167-181 (2010) - [j24]Qinghua Hu, Lei Zhang, Degang Chen, Witold Pedrycz, Daren Yu:
Gaussian kernel based fuzzy rough sets: Model, uncertainty measures and applications. Int. J. Approx. Reason. 51(4): 453-471 (2010) - [j23]Qinghua Hu, Xunjian Che, Lei Zhang, Daren Yu:
Feature evaluation and selection based on neighborhood soft margin. Neurocomputing 73(10-12): 2114-2124 (2010) - [j22]Qinghua Hu, Daren Yu, Maozu Guo:
Fuzzy preference based rough sets. Inf. Sci. 180(10): 2003-2022 (2010) - [j21]Qinghua Hu, Shuang An, Daren Yu:
Soft fuzzy rough sets for robust feature evaluation and selection. Inf. Sci. 180(22): 4384-4400 (2010) - [j19]Qinghua Hu, Witold Pedrycz, Daren Yu, Jun Lang:
Selecting Discrete and Continuous Features Based on Neighborhood Decision Error Minimization. IEEE Trans. Syst. Man Cybern. Part B 40(1): 137-150 (2010) - [c17]Shuang An, Qinghua Hu, Daren Yu:
A Robust Fuzzy Rough Set Model Based on Minimum Enclosing Ball. RSKT 2010: 102-109 - 2009
- [c16]Qinghua Hu, Degang Chen, Daren Yu, Witold Pedrycz:
Kernelized Fuzzy Rough Sets. RSKT 2009: 304-311 - 2008
- [j17]Qinghua Hu, Daren Yu, Zongxia Xie:
Neighborhood classifiers. Expert Syst. Appl. 34(2): 866-876 (2008) - [j16]Jinfu Liu, Qinghua Hu, Daren Yu:
A weighted rough set based method developed for class imbalance learning. Inf. Sci. 178(4): 1235-1256 (2008) - [j15]Qinghua Hu, Daren Yu, Jinfu Liu, Congxin Wu:
Neighborhood rough set based heterogeneous feature subset selection. Inf. Sci. 178(18): 3577-3594 (2008) - [j14]Qinghua Hu, Jinfu Liu, Daren Yu:
Mixed feature selection based on granulation and approximation. Knowl. Based Syst. 21(4): 294-304 (2008) - [j13]Jinfu Liu, Qinghua Hu, Daren Yu:
A comparative study on rough set based class imbalance learning. Knowl. Based Syst. 21(8): 753-763 (2008) - [j11]Qinghua Hu, Zongxia Xie, Daren Yu:
Comments on "Fuzzy Probabilistic Approximation Spaces and Their Information Measures". IEEE Trans. Fuzzy Syst. 16(2): 549-551 (2008) - [c15]Shuang An, Qinghua Hu, Daren Yu:
Fuzzy Entropy based Max-Relevancy and Min-Redundancy Feature Selection. GrC 2008: 101-106 - [c14]Qinghua Hu, Daren Yu, Congxin Wu:
Fuzzy Preference Relation Rough Sets. GrC 2008: 300-305 - [c13]Qinghua Hu, Jinfu Liu, Daren Yu:
Stability Analysis on Rough Set Based Feature Evaluation. RSKT 2008: 88-96 - 2007
- [j10]Daren Yu, Qinghua Hu, Congxin Wu:
Uncertainty measures for fuzzy relations and their applications. Appl. Soft Comput. 7(3): 1135-1143 (2007) - [j9]Qinghua Hu, Zongxia Xie, Daren Yu:
Hybrid attribute reduction based on a novel fuzzy-rough model and information granulation. Pattern Recognit. 40(12): 3509-3521 (2007) - [j8]Qinghua Hu, Daren Yu, Zongxia Xie, Xiaodong Li:
EROS: Ensemble rough subspaces. Pattern Recognit. 40(12): 3728-3739 (2007) - [c12]Qinghua Hu, Hui Zhao, Zongxia Xie, Daren Yu:
Consistency Based Attribute Reduction. PAKDD 2007: 96-107 - [c11]Jinfu Liu, Qinghua Hu, Daren Yu:
Weighted Rough Set Learning: Towards a Subjective Approach. PAKDD 2007: 696-703 - [c9]Xueshen Sui, Qinghua Hu, Daren Yu, Zongxia Xie, Zhongying Qi:
A Hybrid Method for Forecasting Stock Market Trend Using Soft-Thresholding De-noise Model and SVM. RSFDGrC 2007: 387-394 - [c8]Qinghua Hu, Daren Yu, Zongxia Xie:
Selecting Samples and Features for SVM Based on Neighborhood Model. RSFDGrC 2007: 508-517 - 2006
- [j7]Qinghua Hu, Daren Yu, Zongxia Xie:
Information-preserving hybrid data reduction based on fuzzy-rough techniques. Pattern Recognit. Lett. 27(5): 414-423 (2006) - [j5]Qinghua Hu, Daren Yu, Zongxia Xie, Jinfu Liu:
Fuzzy Probabilistic Approximation Spaces and Their Information Measures. IEEE Trans. Fuzzy Syst. 14(2): 191-201 (2006) - [c7]Zongxia Xie, Qinghua Hu, Daren Yu:
Improved Feature Selection Algorithm Based on SVM and Correlation. ISNN (1) 2006: 1373-1380 - [c6]Qinghua Hu, Xiaodong Li, Daren Yu:
Analysis on Classification Performance of Rough Set Based Reducts. PRICAI 2006: 423-433 - 2005
- [c5]Qinghua Hu, Daren Yu:
An Improved Clustering Algorithm for Information Granulation. FSKD (1) 2005: 494-504 - [c4]Qinghua Hu, Daren Yu:
Diversity Measure for Multiple Classifier Systems. FSKD (1) 2005: 1261-1265 - [c3]Zongxia Xie, Qinghua Hu, Daren Yu:
Fuzzy Output Support Vector Machines for Classification. ICNC (3) 2005: 1190-1197 - [c2]Qinghua Hu, Daren Yu, Ming-Yang Wang:
Constructing Rough Decision Forests. RSFDGrC (2) 2005: 147-156 - [c1]Qinghua Hu, Daren Yu, Zongxia Xie:
Hybrid Attribute Reduction for Classification Based on A Fuzzy Rough Set Technique. SDM 2005: 195-204 - 2004
- [j3]Qinghua Hu, Daren Yu:
Entropies Of Fuzzy Indiscernibility Relation And Its Operations. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 12(5): 575-589 (2004)
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