Pre-Prints Overview PRE-PRINTS Ting, C. M., Noman, F., Phan, R. C. W., & Ombao, H. (2024). Dynamic MRI reconstruction using low-rank plus sparse decomposition with smoothness regularization. arXiv:2401.16928. El-Yaagoubi, A. B., Jiao, S., Chung, M. K., & Ombao, H. (2023). Spectral Topological Data Analysis of Brain Signals. arXiv:2401.05343. Pinto-Orellana, M. A., Ombao, H., & Lopour, B. (2023). Statistical Inference for Modulation Index in Phase-Amplitude Coupling. arXiv:2310.05398. Muttakin, M. N., Sultan, M. S., Hoehndorf, R., & Ombao, H. (2023). Stylized Projected GAN: A Novel Architecture for Fast and Realistic Image Generation. arXiv:2307.16275. Bakas, K., Kornak, J., & Ombao, H. (2023). An MCMC Approach to Bayesian Image Analysis in Fourier Space. arXiv:2305.19511. Wu, H., Knight, M. I., & Ombao, H. (2023). Multi-scale wavelet coherence with its applications. arXiv:2305.10878. Redondo, P. V., Huser, R., & Ombao, H. (2023). Measuring Information Transfer Between Nodes in a Brain Network through Spectral Transfer Entropy. arXiv:2303.06384. Jasra, A., Maama, M., & Ombao, H. (2023). Antithetic multilevel particle filters. arXiv:2301.12371. Tan, Y. F., Ting, C. M., Noman, F., Phan, R. C. W., & Ombao, H. (2022). Graph-Regularized Manifold-Aware Conditional Wasserstein GAN for Brain Functional Connectivity Generation. arXiv:2212.05316. Guerrero, M. B., Ombao, H., & Huser, R. (2022). Club Exco: clustering brain extreme communities from multi-channel EEG data. arXiv:2212.04338. Bourakna, A. E. Y., Chung, M. K., & Ombao, H. (2022). Modeling and Simulating Dependence in Networks Using Topological Data Analysis. arXiv:2209.10416. Horvath, S., Sultan, M. S., & Ombao, H. (2022). Granger causality using neural networks. arXiv:2208.03703. Barreto-Souza, W., Piancastelli, L. S., Fokianos, K., & Ombao, H. (2022). Time-Varying Dispersion Integer-Valued GARCH Models. arXiv:2208.02024. Redondo, P. V., Huser, R., & Ombao, H. (2022). Functional-Coefficient Models for Multivariate Time Series in Designed Experiments: with Applications to Brain Signals. arXiv:2208.00292. Gonçalves, J. N., Barreto-Souza, W., & Ombao, H. (2022). Poisson-Birnbaum-Saunders Regression Model for Clustered Count Data. arXiv:2202.10162. Click here for a complete list of Pre-Prints
