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Multi-dimensional Learner Profiling by Modeling Irregular Multivariate Time Series with Self-supervised Deep Learning.
Qian Xiao
Breanne Pitt
Keith Johnston
Vincent Wade
Published in:
AIED (2023)
Keyphrases
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deep learning
multivariate time series
multi dimensional
unsupervised learning
machine learning
dimension reduction
mental models
data sets
learning algorithm
feature extraction
information extraction
input image
supervised learning
temporal patterns
categorical data
weakly supervised