Publication and Peer Review

Publications

1. Gao, X., Shen, W., Ting, C., Cramer, S., Srinivasan, R., Ombao, H. (2019) Estimating Brain Connectivity Using Copula Gaussian Graphical Models. In 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019)(pp. 108-112). IEEE.

2. Gao, X., Shen W., Hu, J.,Fortin, N., Ombao, H. (2019) Modeling Local Field Potentials with Regularized Matrix Data Clustering. 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), San Francisco, CA, USA, 2019, pp. 597-602.

3. Wang, Y., Ting, C., Gao, X., Ombao, H. (2019) Exploratory Analysis of Brain Signals through Low Dimensional Embedding. 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), San Francisco, CA, USA, 2019, pp. 997-1002.

4. Gao, X., Shen, W., Ombao, H. (2020) Regularized matrix data clustering and its application to image analysis. Biometrics 77 (3), 890-902. [Link]

5. Gao, X., Shen, W., Shahbaba, B., Fortin, N. J. and Ombao, H. (2019+) Evolutionary State-Space Model and Its Application to Time-Frequency Analysis of Local Field Potentials. Statistica Sinica 30, 1561-1582. [Link]

6. Gao, X., Shen, W., Ning, J., Feng, Z. and Hu, Jianhua (2019+) Addressing patient heterogeneity in disease predictive model development. Biometrics 78 (3), 1045-1055.

7. Gao, X., Shahbaba, B., Ombao, H. (2018) Modeling Binary Time Series Using Gaussian Processes with Application to Predicting Sleep States. Journal of Classification, 35 (3), 549-579. [Link]

8. Cheng, Q., Gao, X., Martin, R. (2014) Exact prior-free probabilistic inference on the heritability coefficient in a linear mixed model. Electronic Journal of Statistics, 8 (2), 3062-3076. [Link]

 9. Gao, X., Ombao, H., Gillen, D. (2018) Fisher information matrix of binary time series.  METRON,  76 (3), 287-304.[Link]

10. Zhou, Y., Liu, Z., Welch, J.D., Gao, X., Wang, L., Garbutt, T., Keepers, B., Ma, H., Prins, J.F., Shen, W., Liu, J. and Qian, L (2019) Singe cell transcriptomic analyses of cell fate transitions during human cardiac reprogramming. Cell Stem Cell. [Link] [Media1][Media2]

11. Yang, L., , Zeng, J., Gao, X. and Lina, H., Capsule Network based on Sentence Reconstruction (CANSR) and its Application to Chinese Metaphor Detection and Analysis. Submitted.

12. Chen, P., Jiao, J., Xu, M., Gao, X., Bischak, C. (2018) Promoting active student travel: A longitudinal study. Journal of transport geography, 70, 265-274. [Link]

13. Chen, P., Sun, F., Wang, Z., Gao, X., Jiao, J., Tao, Z. (2018) Built environment effects on bike crash frequency and risk in Beijing. Journal of safety research, 64, 135-143. [Link]

14. Tu, Y., Chen, P., Gao, X., Yang, J. (2019) How to make dockless bikeshare good for cities: curbing oversupplied bikes. TRB 2019. [Link]

15. Gao, X., Shen, W. and Ombao, H. (2018) Discussion of “The statistical analysis of acoustic phonetic data: exploring differences between spoken Romance languages” by Pigoli, Hadjipantelis, Coleman and Aston. Journal of the Royal Statistical Society, Series C. [Link]

16. Zhao, Y., Gao, X. and Cheng, D. (2012) Some applications of the matrix expression of Boolean function via semi-tensor product. Journal of Graduate University of Chinese Academy of Sciences,  29 (6), 743 - 749. [Link]

17. Gao, W., Gao, X. (2010) Research on the Comprehensive Evaluation Model Based on SEM for the Level of Modernization of Major Cities in Our Country. Mathematics in practice and theory, 40(18), 56-64, 2010. [Link]

18. Gao, W., Gao, X. (2009) A study on the analytic hierarchy process based on the gray scale (gahp). Science and Technology Innovation Herald, 34, 80-81. [Link]

19. Gao, X. (2010) 基于区间灰数直觉模糊集的TOPSIS模糊多属性决策. 资治文摘(管理版), 06, 94-95.  [Link]

Peer Reviews