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Estimating Missing Values in Multivariate-Time-Series Clinical Data using Gradient Boosting Tree on Temporal and Cross-variable Features.
Xiao Xu
Junmei Wang
Xian Xu
Yuyao Sun
Quanhe Chen
Xiang Li
Guotong Xie
Published in:
ICHI (2019)
Keyphrases
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missing values
multivariate time series
clinical data
temporal data
missing data
temporal patterns
raw data
feature set
high dimensional data
feature space
temporal information
feature extraction
feature vectors
database
pattern recognition
knowledge discovery
temporal reasoning
data sets