Xu-Ying Liu
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Exploratory undersampling for class-imbalance learning
XY Liu, J Wu, ZH Zhou
Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on 39 …, 2009
15212009
Training cost-sensitive neural networks with methods addressing the class imbalance problem
ZH Zhou, XY Liu
Knowledge and Data Engineering, IEEE Transactions on 18 (1), 63-77, 2006
10222006
On multi-class cost-sensitive learning
ZH Zhou, XY Liu
Computational Intelligence 26 (3), 232-257, 2010
2762010
On multi-class cost-sensitive learning
ZH Zhou, XY Liu
PROCEEDINGS OF THE NATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE 21 (1), 567, 2006
276*2006
The influence of class imbalance on cost-sensitive learning: an empirical study
XY Liu, ZH Zhou
Data Mining, 2006. ICDM'06. Sixth International Conference on, 970-974, 2006
2542006
Binary relevance for multi-label learning: an overview
ML Zhang, YK Li, XY Liu, X Geng
Frontiers of Computer Science, 1-12, 2018
782018
Towards Class-Imbalance Aware Multi-Label Learning
ML Zhang, YK Li, XY Liu
Proceedings of the 24th International Joint Conference on Artificial …, 2015
632015
Partial label learning via feature-aware disambiguation
ML Zhang, BB Zhou, XY Liu
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016
412016
Learning Imbalanced Multi-class Data with Optimal Dichotomy Weights
XY Liu, QQ Li, ZH Zhou
Data Mining (ICDM), 2013 IEEE 13th International Conference on, 478-487, 2013
412013
Learning with cost intervals
XY Liu, ZH Zhou
Proceedings of the 16th ACM SIGKDD international conference on Knowledge …, 2010
312010
Crest: Cluster-based Representation Enrichment for Short Text Classification
Z Dai, A Sun, XY Liu
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 256-267, 2013
262013
Ensemble Methods for Class Imbalance Learning
XY Liu, ZH Zhou
Imbalanced Learning: Foundations, Algorithms, and Applications, 61, 2013
242013
Towards Cost-Sensitive Learning for Real-World Applications
XY Liu, ZH Zhou
New Frontiers in Applied Data Mining, 494-505, 2012
82012
Learning from combination of data chunks for multi-class imbalanced data
XY Liu, QQ Li
Neural Networks (IJCNN), 2014 International Joint Conference on, 1680-1687, 2014
32014
Predicting future customers via ensembling gradually expanded trees
Y Yu, DC Zhan, XY Liu, M Li, ZH Zhou
International Journal of Data Warehousing and Mining (IJDWM) 3 (2), 12-21, 2007
32007
An Empirical Study of Boosting Methods on Severely Imbalanced Data.
XY Liu
Applied Mechanics & Materials, 2014
12014
Transfer synthetic over-sampling for class-imbalance learning with limited minority class data
XY Liu, ST Wang, ML Zhang
Frontiers of Computer Science, 1-14, 0
1
Imbalanced Augmented Class Learning with Unlabeled Data by Label Confidence Propagation
SY Ding, XY Liu, ML Zhang
2018 IEEE International Conference on Data Mining (ICDM), 79-88, 2018
2018
HSS-Bin: an Unsupervised Metagenomic Binning Method Based on Hybrid Sequence Feature Recognition and Spectral Clustering
XLXS Xiao Ding, Chang-Chang Cao, Xu-Ying Liu, Fu-Dong Cheng
Bioinformatics, 2016
2016
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