Yang Jian

Personal profile

Gender: Male

Degrees: Doctor

Title:Associate Professor

E-mail: jianyang@bjut.edu.cn

Research Areas:machine learning, data mining, fMRI data analysis and neuronal reconstruction

Publications

[1] Jian Yang, Xu Mao, Ning Liu, and Ning Zhong. High-order functional connectivity network for differential diagnosis of depression. Journal of Medical Imaging and Health Informatics, 9: 1095-1102, 2019.

[2] Jian Yang, Ming Hao, Xiaoyang Liu, Zhijiang Wan, Ning Zhong and Hanchuan Peng. FMST: an automatic neuron tracing method based on fast marching and minimum spanning tree.Neuroinformatics, 17(2): 185–196, 2019.

[3] Zhijiang Wan, Yishan He, Ming Hao,Jian Yang and Ning Zhong. M-AMST: an automatic 3D neuron tracing method based on mean shift and adapted minimum spanning tree.Bioinformatics, 18:197-209, 2017.

[4] Jian Yang, Shusheng Chen, Haoran Huangfu, Peipeng Liang, Ning Zhong.Dynamic functional connectivity of electroencephalogram in the resting state.Acta Physica Sinica, 64(5) 058701, 2015 (in Chinese)

[5] Jian Yang, Ning Zhong, Yiyu Yao and Jue Wang. Local Peculiarity Oriented Data Mining and its Application in Outlier Detection.International Journal of Information Technology & Decision Making, 11(6)1155–1181, 2012.

[6] John R. Anderson, Jon M. Fincham, Darryl W. Schneider and Jian Yang. Using Brain Imaging to Track Problem Solving in a Complex State Space.NeuroImage, 60: 633–643, 2012.

[7] John R. Anderson, Shawn Betts, Jennifer L. Ferris, Jon M. Fincham and Jian Yang. Using Brain Imaging to Interpret Student Problem Solving.IEEE Intelligent Systems, 26(5): 22-29, 2011.

[8] Jian Yang, Ning Zhong, Yiyu Yao and Jue Wang. Record-Level Peculiarity Based Data Analysis and Classifications.Knowledge and Information Systems, 28: 149-173, 2011.

[9] Jian Yang, Ning Zhong, Peipeng Liang, Jue Wang, Yiyu Yao and Shengfu Lu. Brain Activation Detection by Neighborhood One-class SVM.Cognitive Systems Research, 11: 16-24, 2010.

[10] Jian Yang, Ning Zhong, Yiyu Yao and Jue Wang. Peculiarity Analysis for Classifications. In:Proceedings of the 9th IEEE International Conference on Data Mining (ICDM'09).Miami, USA, 2009,12.

[11] Jian Yang, Ning Zhong, Yiyu Yao and Jue Wang. Local Peculiarity Factor and Its Application in Outlier Detection. In: Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD), 776-784. Las Vegas, USA, 2008.8.

[12] Fuxin Li,Jian Yang and Jue Wang. A Framework of Transductive Distance Metric Learning by Spectral Dimensionality Reduction. In:Proceedings of the 24th Annual International Conference on Machine Learning (ICML), 513-520. Oregon, USA, 2007.6.