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Daoqiang Zhang
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Year
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
13602004
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
12772007
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
11712011
(2D) 2PCA: Two-directional two-dimensional PCA for efficient face representation and recognition
D Zhang, ZH Zhou
Neurocomputing 69 (1-3), 224-231, 2005
7162005
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
7132004
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
6002012
Semi-supervised dimensionality reduction
D Zhang, ZH Zhou, S Chen
Proceedings of the 2007 SIAM International Conference on Data Mining, 629-634, 2007
4182007
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
3822012
Clustering incomplete data using kernel-based fuzzy c-means algorithm
DQ Zhang, SC Chen
Neural processing letters 18 (3), 155-162, 2003
3622003
Ensemble sparse classification of Alzheimer's disease
M Liu, D Zhang, D Shen, Alzheimer's Disease Neuroimaging Initiative
NeuroImage 60 (2), 1106-1116, 2012
3142012
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
2752012
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
2612008
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
2412005
Diagonal principal component analysis for face recognition
D Zhang, ZH Zhou, S Chen
Pattern recognition 39 (1), 140-142, 2006
2172006
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
1792004
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
1522016
Fuzzy clustering using kernel method
DZS Chen
IEEE, Nanjing, China, 2002
1502002
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
1492003
Kernel-based fuzzy and possibilistic c-means clustering
DQ Zhang, SC Chen
Proceedings of the international conference artificial neural network 122 …, 2003
1452003
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
1422014
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