Xiaobo Chen
Xiaobo Chen
Associate Professor, Jiangsu University
Verified email at email.unc.edu
TitleCited byYear
Recursive projection twin support vector machine via within-class variance minimization
X Chen, J Yang, Q Ye, J Liang
Pattern Recognition, 2011
1332011
High‐order resting‐state functional connectivity network for MCI classification
X Chen, H Zhang, Y Gao, CY Wee, G Li, D Shen, ...
Human brain mapping 37 (9), 3282-3296, 2016
762016
Recursive Robust Least Squares Support Vector Regression based on Correntropy Criterion
X Chen, J Yang, J Liang, Q Ye
Neurocomputing, 2012
562012
Extraction of dynamic functional connectivity from brain grey matter and white matter for MCI classification
X Chen, H Zhang, L Zhang, C Shen, SW Lee, D Shen
Human brain mapping 38 (10), 5019-5034, 2017
502017
Smooth twin support vector regression
X Chen, J Yang, J Liang, Q Ye
Neural Computing & Applications, 1-9, 2010
462010
Localized twin SVM via convex minimization
Q Ye, C Zhao, N Ye, X Chen
Neurocomputing 74 (4), 580-587, 2011
392011
Hybrid high-order functional connectivity networks using resting-state functional MRI for mild cognitive impairment diagnosis
Y Zhang, H Zhang, X Chen, SW Lee, D Shen
Scientific reports 7 (1), 6530, 2017
362017
Trajectory-based anomalous behaviour detection for intelligent traffic surveillance
Y Cai, H Wang, X Chen, H Jiang
IET intelligent transport systems 9 (8), 810-816, 2015
292015
Connectivity strength‐weighted sparse group representation‐based brain network construction for M CI classification
R Yu, H Zhang, L An, X Chen, Z Wei, D Shen
Human brain mapping 38 (5), 2370-2383, 2017
272017
Topographical information-based high-order functional connectivity and its application in abnormality detection for mild cognitive impairment
H Zhang, X Chen, F Shi, G Li, M Kim, P Giannakopoulos, S Haller, D Shen
Journal of Alzheimer's Disease 54 (3), 1095-1112, 2016
272016
Complete large margin linear discriminant analysis using mathematical programming approach
X Chen, J Yang, D Zhang, J Liang
Pattern recognition 46 (6), 1579-1594, 2013
232013
Recursive “concave–convex” Fisher Linear Discriminant with applications to face, handwritten digit and terrain recognition
QL Ye, CX Zhao, HF Zhang, XB Chen
Pattern Recognition 45 (1), 54-65, 2012
222012
An improved linear discriminant analysis with L1-norm for robust feature extraction
X Chen, J Yang, Z Jin
2014 22nd International Conference on Pattern Recognition, 1585-1590, 2014
212014
Test-retest reliability of “high-order” functional connectivity in young healthy adults
H Zhang, X Chen, Y Zhang, D Shen
Frontiers in neuroscience 11, 439, 2017
192017
Outcome prediction for patient with high-grade gliomas from brain functional and structural networks
L Liu, H Zhang, I Rekik, X Chen, Q Wang, D Shen
International Conference on Medical Image Computing and Computer-Assisted …, 2016
192016
Hierarchical high-order functional connectivity networks and selective feature fusion for MCI classification
X Chen, H Zhang, SW Lee, D Shen, ...
Neuroinformatics 15 (3), 271-284, 2017
162017
A flexible support vector machine for regression
X Chen, J Yang, J Liang
Neural Computing & Applications, 1-9, 2011
162011
Learning-based structurally-guided construction of resting-state functional correlation tensors
L Zhang, H Zhang, X Chen, Q Wang, PT Yap, D Shen
Magnetic resonance imaging 43, 110-121, 2017
152017
Strength and similarity guided group-level brain functional network construction for MCI diagnosis
Y Zhang, H Zhang, X Chen, M Liu, X Zhu, SW Lee, D Shen
Pattern Recognition 88, 421-430, 2019
142019
A feature selection method for nonparallel plane support vector machine classification
Q Ye, C Zhao, N Ye, H Zheng, X Chen
Taylor & Francis, 2010
142010
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Articles 1–20