Search Results for author: David L. Buckeridge

Found 3 papers, 0 papers with code

Extrapolatable Transformer Pre-training for Ultra Long Time-Series Forecasting

no code implementations29 Nov 2023 Ziyang Song, Qincheng Lu, Hao Xu, David L. Buckeridge, Yue Li

This underscores the limitations of the existing transformer-based architectures, particularly their scalability to handle large-scale data and ability to capture long-term temporal dependencies.

Time Series Time Series Forecasting +1

Modeling disease progression in longitudinal EHR data using continuous-time hidden Markov models

no code implementations3 Dec 2018 Aman Verma, Guido Powell, Yu Luo, David Stephens, David L. Buckeridge

Modeling disease progression in healthcare administrative databases is complicated by the fact that patients are observed only at irregular intervals when they seek healthcare services.

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