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A self-supervised learning-based approach to clustering multivariate time-series data with missing values (SLAC-Time): An application to TBI phenotyping.

Hamid GhaderiBrandon ForemanAmin NayebiSindhu TipirneniChandan K. ReddyVignesh Subbian
Published in: J. Biomed. Informatics (2023)
Keyphrases
  • missing values
  • missing data
  • unsupervised learning
  • clustering method
  • clustering algorithm
  • supervised learning
  • data sets
  • k means
  • knowledge discovery
  • high dimensional data
  • background knowledge
  • categorical data