A review of relational machine learning for knowledge graphs
Relational machine learning studies methods for the statistical analysis of relational, or
graph-structured, data. In this paper, we provide a review of how such statistical models can …
graph-structured, data. In this paper, we provide a review of how such statistical models can …
Time series data cleaning: A survey
X Wang, C Wang - Ieee Access, 2019 - ieeexplore.ieee.org
Errors are prevalent in time series data, which is particularly common in the industrial field.
Data with errors could not be stored in the database, which results in the loss of data assets …
Data with errors could not be stored in the database, which results in the loss of data assets …
Decision trees: from efficient prediction to responsible AI
This article provides a birds-eye view on the role of decision trees in machine learning and
data science over roughly four decades. It sketches the evolution of decision tree research …
data science over roughly four decades. It sketches the evolution of decision tree research …