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Journal Publications

Daoqiang Zhang*, Jiashuang Huang, Biao Jie, Junqiang Du, Liyang Tu, Mingxia Liu*.  Ordinal Pattern: A New Descriptor for Brain Connectivity Networks. IEEE transactions on medical imaging, 2018, 37(7): 1711-1722.    [download]

Muhammad Yousefnezhad, Sheng-Jun Huang, Daoqiang Zhang*.  WoCE: a framework for clustering ensemble by exploiting the wisdom of Crowds theory. IEEE Transactions on Cybernetics, 2018, 48(2): 486-499.    [download]

Biao Jie, Mingxia Liu, Daoqiang Zhang*, Dinggang Shen*.  Sub-network Kernels for Measuring Similarity of Brain Connectivity Networks in Disease Diagnosis. IEEE Transactions on Image Processing, 2018, 27(5): 2340-2353.    [download]

Qi Zhu, Jiuwen Zhu, Mingxia Liu, Xijia Xu, Daoqiang Zhang.  Multi-Region Correlation Based Functional Brain Network for Disease Diagnosis and Cognitive States Detection. IEEE Access, 2018, 6: 78065-78076.    [download]

Daoqiang Zhang, Liyang Tu, Long-Jiang Zhang, Biao Jie, Guang-Ming Lu.  Subnetwork mining on functional connectivity network for classification of minimal hepatic encephalopathy. Brain imaging and behavior, 2018, 12(3): 901-911.    [download]

Xiaoke Hao, Xiaohui Yao, Shannon L Risacher, Andrew J Saykin, Jintai Yu, Huifu Wang, Lan Tan, Li Shen, Daoqiang Zhang.  Identifying candidate genetic associations with MRI-derived AD-related ROI via tree-guided sparse learning. IEEE/ACM transactions on computational biology and bioinformatics, 2018, 16(6): 1986-1996.    [download]

Conference Publications

Daoqiang Zhang*, Songcan Chen, Zhi-Song Pan, Ke-Ren Tan.  Kernel-based fuzzy clustering incorporating spatial constraints for image segmentation.  The 2003 International Conference on Machine Learning and Cybernetics (ICMLC 2003). IEEE, 2003, 4: 2189-2192.    [download]

Zhi-Song Pan*, Song-Can Chen, Gen-Bao Hu, Dao-Qiang Zhang.  Hybrid neural network and C4.5 for misuse detection.  2003 International Conference on Machine Learning and Cybernetics(ICMLC 2003). IEEE, 2003, 4: 2463-2467.    [download]

Daoqiang Zhang*, Songcan Chen.  Kernel-based fuzzy and possibilistic c-means clustering.  In: Proceedings of the International Conference on Artificial Neural Networks (ICANN’03), Istanbul, Turkey, 122-125, 2003.    [download]

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