Daoqiang Zhang
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Robust image segmentation using FCM with spatial constraints based on new kernel-induced distance measure
S Chen, D Zhang
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 34 …, 2004
11532004
Fast and robust fuzzy c-means clustering algorithms incorporating local information for image segmentation
W Cai, S Chen, D Zhang
Pattern recognition 40 (3), 825-838, 2007
10982007
Multimodal classification of Alzheimer's disease and mild cognitive impairment
D Zhang, Y Wang, L Zhou, H Yuan, D Shen, ...
Neuroimage 55 (3), 856-867, 2011
9312011
(2D) 2PCA: Two-directional two-dimensional PCA for efficient face representation and recognition
D Zhang, ZH Zhou
Neurocomputing 69 (1-3), 224-231, 2005
6422005
A novel kernelized fuzzy c-means algorithm with application in medical image segmentation
DQ Zhang, SC Chen
Artificial intelligence in medicine 32 (1), 37-50, 2004
6342004
Multi-modal multi-task learning for joint prediction of multiple regression and classification variables in Alzheimer's disease
D Zhang, D Shen, Alzheimer's Disease Neuroimaging Initiative
NeuroImage 59 (2), 895-907, 2012
4562012
Semi-supervised dimensionality reduction
D Zhang, ZH Zhou, S Chen
Proceedings of the 2007 SIAM International Conference on Data Mining, 629-634, 2007
3742007
Clustering incomplete data using kernel-based fuzzy c-means algorithm
DQ Zhang, SC Chen
Neural processing letters 18 (3), 155-162, 2003
3212003
Identification of MCI individuals using structural and functional connectivity networks
CY Wee, PT Yap, D Zhang, K Denny, JN Browndyke, GG Potter, ...
Neuroimage 59 (3), 2045-2056, 2012
3072012
Ensemble sparse classification of Alzheimer's disease
M Liu, D Zhang, D Shen, Alzheimer's Disease Neuroimaging Initiative
NeuroImage 60 (2), 1106-1116, 2012
2432012
Constraint score: A new filter method for feature selection with pairwise constraints
D Zhang, S Chen, ZH Zhou
Pattern Recognition 41 (5), 1440-1451, 2008
2282008
A new face recognition method based on SVD perturbation for single example image per person
D Zhang, S Chen, ZH Zhou
Applied Mathematics and computation 163 (2), 895-907, 2005
2212005
Predicting future clinical changes of MCI patients using longitudinal and multimodal biomarkers
D Zhang, D Shen, Alzheimer's Disease Neuroimaging Initiative
PloS one 7 (3), e33182, 2012
2062012
Diagonal principal component analysis for face recognition
D Zhang, ZH Zhou, S Chen
Pattern recognition 39 (1), 140-142, 2006
1992006
Enhanced (PC) 2A for face recognition with one training image per person
S Chen, D Zhang, ZH Zhou
Pattern Recognition Letters 25 (10), 1173-1181, 2004
1712004
Fuzzy clustering using kernel method
DZS Chen
IEEE, Nanjing, China, 2002
1372002
Hybrid neural network and C4. 5 for misuse detection
ZS Pan, SC Chen, GB Hu, DQ Zhang
Proceedings of the 2003 International Conference on Machine Learning and …, 2003
1362003
Kernel-based fuzzy and possibilistic c-means clustering
DQ Zhang, SC Chen
Proceedings of the International Conference Artificial Neural Network 122 …, 2003
1332003
Feature extraction approaches based on matrix pattern: MatPCA and MatFLDA
S Chen, Y Zhu, D Zhang, JY Yang
Pattern recognition letters 26 (8), 1157-1167, 2005
1282005
Semi-supervised clustering with metric learning: An adaptive kernel method
X Yin, S Chen, E Hu, D Zhang
Pattern Recognition 43 (4), 1320-1333, 2010
1232010
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