Fourier methods for sufficient dimension reduction in time series SY Samadi, TP De Alwis arXiv preprint arXiv:2312.02110, 2023 | 3 | 2023 |
Stacking-based neural network for nonlinear time series analysis TP De Alwis, SY Samadi Statistical Methods & Applications, 1-24, 2024 | 1 | 2024 |
AI-augmented failure modes, effects, and criticality analysis (AI-FMECA) for industrial applications N Grabill, S Wang, HA Olayinka, TP De Alwis, YF Khalil, J Zou Reliability Engineering & System Safety 250, 110308, 2024 | | 2024 |
Package ‘itdr’ TP De Alwis, SY Samadi, J Weng, MTP De Alwis | | 2023 |
itdr: An R package of Integral Transformation Methods to Estimate the SDR Subspaces in Regression TP De Alwis, SY Samadi, W Jiaying arXiv preprint arXiv:2204.08341, 2022 | | 2022 |
Advances on Dimension Reduction for Univariate and Multivariate Time Series MKTP De Alwis Southern Illinois University at Carbondale, 2022 | | 2022 |
PCA and FA Model for Matrix Valued Time Series Data MKTP de Alwis Southern Illinois University at Carbondale, 2017 | | 2017 |