Publications

Papers and articles

Tonks, A., Harris, T., Li, B. (2023) Forecasting West Nile Virus with Graph Neural Networks: Harnessing Spatial Dependence in Irregularly Sampled Geospatial Data. In revision. GeoHealth

Harris, T., Li, B., Sriver, R. (2023). Multi-model Ensemble Analysis with Neural Network Gaussian Processes. arXiv.

Fimbres-Macias, J.P., Harris, T., Hamer, S., Hamer, G.(2022) Phenology and environmental predictors of Triatoma sanguisuga dispersal in east-central Texas, United States. Accepted. Acta Tropica

Ringer J., Kadeethum, T., Harris, T., Yoon, H (2022) Machine Learning Applications for Estimation of Greenhouse Gas Emissions Using Multiple Satellite Images. AGU Conference Proceeedings.

Wang, M., Harris, T., Li, B. (2021). Bayesian Changepoint Estimation for Spatially Indexed Functional Time Series. Journal of Agricultural, Biological and Environmental Statistics. arXiv.

Carmody, D., Mazzarello, M., Santi, P., Harris, T., Lehmann, S., Abbiasov, T., Dunbar, R. and Ratti, C. (2021). The effect of co-location of human communication networks. Nature Computational Science. arXiv.

Harris, T., Li, B., J., Tucker, J. D., (2020). Scalable Multiple Change Point Detection for Functional Data Sequences. Environmetrics. arXiv.

Harris, T., Li, B., Steiger, N., Smerdon, J., Tucker, J. D., Narisetty, N. (2020). Evaluating proxy influence in assimilated paleoclimate reconstructions – Testing the exchangeability of two ensembles of spatial processes. Journal of the American Statistical Association. arXiv.

Harris, T., Tucker, J. D., Li, B., Shand, L. (2020). Elastic Depths for Detecting Shape Anomalies in Functional Data. Technometrics. arXiv..

Books and Chapters

Harris, T. , Li, B. (2019). Kriging. Wiley Statsref: Statistics Reference Online. arXiv..