Publications
1Ph.D. student advised by me, 2Undergraduate Student advised by me, *Corresponding author
Refereed Journal Papers
1Jiang, Y., *Estrada Gómez, A. M. (2024). An Adaptive Sampling Strategy for Real-time Anomaly Detection with Unmanned Sensing Vehicles. Technometrics.
Yue, X., *Kontar, R., Estrada Gómez, A. M. (2023), Federated Data Analytics: A Study on Linear Models. IISE Transactions.
Estrada Gómez, A. M., Li, D., *Paynabar, K. (2022). An adaptive sampling strategy for online monitoring and diagnosis of high-dimensional streaming data. Technometrics.
Estrada Gómez, A. M., *Paynabar, K. & Pacella, M. (2021). Functional directed graphical models and applications in root-cause analysis and diagnosis. Journal of Quality Technology.
Books and Chapters in Books
*Cabaña, A., Estrada Gómez, A. M., Peña, J. & Quiroz, A. J. (2017). Permutation tests in the two-sample problem for functional data. In Aneiros, G., Bongiorno, E.G., Cao, R. & Vieu, P. (Eds.), Functional Statistics and Related Fields (pp. 77-85). Springer Nature.
Products under Review
Erlandson, L., *Estrada Gómez, A.M., Chow, E. & Paynabar, K. (2023). smashGP: large-scale spatial modeling via hierarchical matrix-free gaussian processes.
*Gonzalez-Canas, C., Valencia-Zapata, G., Estrada Gomez, A.M., Hass, Z. (2024). Assessing the impact on quality of prediction and inference from balancing in multilevel logistic regression.
Product in Progress
1Zhang, M., *Estrada Gómez, A. M. (2024). Directed graphical models for root cause analysis in multimodal systems collecting heterogeneous data.
1Jiang, Y., *Estrada Gómez, A. M. (2024). An Adaptive Sampling Strategy for Online Monitoring of Partially Observed Networks.
1Jiang, Y., *Estrada Gómez, A. M. (2024). Online structural change-point detection of high-dimensional streaming data via sparse spectral graphical models.
2Carvalho, V., *Estrada Gómez, A. M., Liu, M., Goñi, J. (2024). Functional connectome identifiability through low-rank tensor decomposition.
*Estrada Gómez, A. M., Keskinocak, Sokol, J. (2024). Time-to-transplant estimation for adult candidates in the U.S. Liver Allocation System.
*Khan, A., Estrada Gomez, A.M., Yih, Y., Ur, F. (2024). Missing class adaptation in federated learning for chest X-Ray classification.