Xu-Ying Liu
Title
Cited by
Cited by
Year
Exploratory undersampling for class-imbalance learning
XY Liu, J Wu, ZH Zhou
Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on 39 …, 2009
17812009
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
11622006
On multi-class cost-sensitive learning
ZH Zhou, XY Liu
Computational Intelligence 26 (3), 232-257, 2010
3082010
On multi-class cost-sensitive learning
ZH Zhou, XY Liu
PROCEEDINGS OF THE NATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE 21 (1), 567, 2006
308*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
2922006
Binary relevance for multi-label learning: an overview
ML Zhang, YK Li, XY Liu, X Geng
Frontiers of Computer Science, 1-12, 2018
1342018
Towards Class-Imbalance Aware Multi-Label Learning
ML Zhang, YK Li, XY Liu
Proceedings of the 24th International Joint Conference on Artificial …, 2015
77*2015
Partial label learning via feature-aware disambiguation
ML Zhang, BB Zhou, XY Liu
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016
572016
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
492013
Learning with cost intervals
XY Liu, ZH Zhou
Proceedings of the 16th ACM SIGKDD international conference on Knowledge …, 2010
372010
Ensemble Methods for Class Imbalance Learning
XY Liu, ZH Zhou
Imbalanced Learning: Foundations, Algorithms, and Applications, 61, 2013
322013
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
282013
Towards Cost-Sensitive Learning for Real-World Applications
XY Liu, ZH Zhou
New Frontiers in Applied Data Mining, 494-505, 2012
132012
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
42018
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
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
2
An Empirical Study of Boosting Methods on Severely Imbalanced Data.
XY Liu
Applied Mechanics & Materials, 2014
12014
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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Articles 1–19