Xiaofeng ZHU
Title
Cited by
Cited by
Year
Efficient knn classification with different numbers of nearest neighbors
S Zhang, X Li, M Zong, X Zhu, R Wang
IEEE transactions on neural networks and learning systems 29 (5), 1774-1785, 2017
3242017
Missing value estimation for mixed-attribute data sets
X Zhu, S Zhang, Z Jin, Z Zhang, Z Xu
IEEE Transactions on Knowledge and Data Engineering 23 (1), 110-121, 2011
2692011
Robust joint graph sparse coding for unsupervised spectral feature selection
X Zhu, X Li, S Zhang, C Ju, X Wu
IEEE transactions on neural networks and learning systems 26 (6), 1263 - 1275, 2017
2582017
Block-row sparse multiview multilabel learning for image classification
X Zhu, X Li, S Zhang
IEEE transactions on cybernetics 46 (2), 450-461, 2015
2492015
Linear cross-modal hashing for efficient multimedia search
X Zhu, Z Huang, HT Shen, X Zhao
Proceedings of the 21st ACM international conference on Multimedia, 143-152, 2013
2302013
A sparse embedding and least variance encoding approach to hashing
X Zhu, L Zhang, Z Huang
IEEE transactions on image processing 23 (9), 3737-3750, 2014
2052014
Learning k for kNN Classification
S Zhang, X Li, M Zong, X Zhu, D Cheng
ACM Transactions on Intelligent Systems and Technology (TIST) 8 (3), 1-19, 2017
1732017
Self-taught dimensionality reduction on the high-dimensional small-sized data
X Zhu, Z Huang, Y Yang, HT Shen, C Xu, J Luo
Pattern Recognition 46 (1), 215-229, 2013
1562013
A novel relational regularization feature selection method for joint regression and classification in AD diagnosis
X Zhu, HI Suk, L Wang, SW Lee, D Shen, ADN Initiative
Medical image analysis 38, 205214, 2017
1552017
A novel matrix-similarity based loss function for joint regression and classification in AD diagnosis
X Zhu, HI Suk, D Shen
NeuroImage 100, 91-105, 2014
1522014
Subspace regularized sparse multitask learning for multiclass neurodegenerative disease identification
X Zhu, HI Suk, SW Lee, D Shen
IEEE Transactions on Biomedical Engineering 63 (3), 607-618, 2015
1462015
Dimensionality reduction by mixed kernel canonical correlation analysis
X Zhu, Z Huang, HT Shen, J Cheng, C Xu
Pattern Recognition 45 (8), 3003-3016, 2012
1432012
Graph PCA Hashing for Similarity Search
X Zhu, X Li, S Zhang, Z Xu, L Yu, C Wang
IEEE Transactions on Multimedia 9 (9), 2033 - 2044, 2017
1352017
Sparse hashing for fast multimedia search
X Zhu, Z Huang, H Cheng, J Cui, HT Shen
ACM Transactions on Information Systems (TOIS) 31 (2), 1-24, 2013
1312013
Quantization-based hashing: a general framework for scalable image and video retrieval
J Song, L Gao, L Liu, X Zhu, N Sebe
Pattern Recognition 75, 175-187, 2018
1302018
Semi-parametric optimization for missing data imputation
Y Qin, S Zhang, X Zhu, J Zhang, C Zhang
Applied Intelligence 27 (1), 79-88, 2007
1272007
Exploiting web images for semantic video indexing via robust sample-specific loss
Y Yang, ZJ Zha, Y Gao, X Zhu, TS Chua
IEEE Transactions on Multimedia 16 (6), 1677-1689, 2014
1252014
Graph self-representation method for unsupervised feature selection
R Hu, X Zhu, D Cheng, W He, Y Yan, J Song, S Zhang
Neurocomputing 220, 130-137, 2017
1222017
Local and global structure preservation for robust unsupervised spectral feature selection
X Zhu, S Zhang, R Hu, Y Zhu
IEEE Transactions on Knowledge and Data Engineering 30 (3), 517-529, 2018
1092018
Missing data imputation by utilizing information within incomplete instances
S Zhang, Z Jin, X Zhu
Journal of Systems and Software 84 (3), 452-459, 2011
1042011
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Articles 1–20