no code implementations • 15 May 2023 • Sarmad Mehrdad, S. Farokh Atashzar
Recently skew-t mixture models have been introduced as a flexible probabilistic modeling technique taking into account both skewness in data clusters and the statistical degree of freedom (S-DoF) to improve modeling generalizability, and robustness to heavy tails and skewness.
no code implementations • 12 Oct 2022 • Sarmad Mehrdad, Farah E. Shamout, Yao Wang, S. Farokh Atashzar
This is infeasible for telehealth solutions and highlights a gap in deterioration prediction models that are based on minimal data, which can be recorded at a large scale in any clinic, nursing home, or even at the patient's home.