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Efficient Inference of Gaussian-Process-Modulated Renewal Processes with Application to Medical Event Data

The episodic, irregular and asynchronous nature of medical data render them difficult substrates for standard machine learning algorithms. We would like to abstract away this difficulty for the class of time-stamped categorical variables (or events) by modeling them as a renewal process and inferrin...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Uncertain Artif Intell
Egile nagusia: Lasko, Thomas A.
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: 2014
Gaiak:
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC4278374/
https://ncbi.nlm.nih.gov/pubmed/25552936
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