Space time modeling and brain image
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]
Statistical learning, theory and time series
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]
Mathematical/statistical modeling with applications
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]
NeuroImage X1
Journal of Computational and Graphical Statistics X2
Biometrics X3
IEEE Transactions on Signal Processing X9
Statistics in Biosciences X1
Statistics and Its Interface X1
Statistics in Medicine X3
Statistical Inference for Stochastic Processes X1
Cognitive Neurodynamics X1
Statistical Methods in Medical Research X3
Electronic Journal of Statistics X2
Journal of Biostatistics and Biometric Applications X1
The Annals of Applied Statistics X2
Journal of Machine Learning Research X4
Book Chapter Review: Python for Marketing Research and Analytics
Computational Statistics and Data Analysis X4
Statistica Sinica X3
Journal of Statistical Computation and Simulation X1
BMC Medical Research Methodology X4
Travel Behavior and Society X1
Applied Sciences X1
Electronics X1
Processes X1
Journal of Imaging X1
AI X1