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
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
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
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
(2D) 2PCA: Two-directional two-dimensional PCA for efficient face representation and recognition
D Zhang, ZH Zhou
Neurocomputing 69 (1-3), 224-231, 2005
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
Semi-supervised dimensionality reduction
D Zhang, ZH Zhou, S Chen
Proceedings of the 2007 SIAM International Conference on Data Mining, 629-634, 2007
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
Clustering incomplete data using kernel-based fuzzy c-means algorithm
DQ Zhang, SC Chen
Neural processing letters 18 (3), 155-162, 2003
Ensemble sparse classification of Alzheimer's disease
M Liu, D Zhang, D Shen, Alzheimer's Disease Neuroimaging Initiative
NeuroImage 60 (2), 1106-1116, 2012
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
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
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
Diagonal principal component analysis for face recognition
D Zhang, ZH Zhou, S Chen
Pattern recognition 39 (1), 140-142, 2006
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
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
Fuzzy clustering using kernel method
DZS Chen
IEEE, Nanjing, China, 2002
Kernel-based fuzzy and possibilistic c-means clustering
DQ Zhang, SC Chen
Proceedings of the International Conference Artificial Neural Network 122 …, 2003
Group-constrained sparse fMRI connectivity modeling for mild cognitive impairment identification
CY Wee, PT Yap, D Zhang, L Wang, D Shen
Brain Structure and Function 219 (2), 641-656, 2014
Relationship induced multi-template learning for diagnosis of Alzheimer’s disease and mild cognitive impairment
M Liu, D Zhang, D Shen
IEEE transactions on medical imaging 35 (6), 1463-1474, 2016
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