A Personalized Predictive Framework for Multivariate Clinical Time Series via Adaptive Model Selection

Author:

Liu Zitao1,Hauskrecht Milos2

Affiliation:

1. Pinterest, San Francisco, CA, USA

2. University of Pittsburgh, Pittsburgh, PA, USA

Funder

NIH

Publisher

ACM

Reference35 articles.

1. Bayesian networks for patient monitoring

2. Edwin V Bonilla Kian M Chai and Christopher Williams. 2007. Multi-task Gaussian process prediction. In NIPS. 153--160. Edwin V Bonilla Kian M Chai and Christopher Williams. 2007. Multi-task Gaussian process prediction. In NIPS. 153--160.

3. Rich Caruana Alexandru Niculescu-Mizil Geoff Crew and Alex Ksikes. 2004. Ensemble selection from libraries of models. In ICML. ACM 18--25. 10.1145/1015330.1015432 Rich Caruana Alexandru Niculescu-Mizil Geoff Crew and Alex Ksikes. 2004. Ensemble selection from libraries of models. In ICML. ACM 18--25. 10.1145/1015330.1015432

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