ML-based Visualization Recommendation: Learning to Recommend Visualizations from Data.
Xin QianRyan A. RossiFan DuSungchul KimEunyee KohSana MalikTak Yeon LeeJoel ChanPublished in: CoRR (2020)
Keyphrases
- data analysis
- data sets
- data collection
- learning algorithm
- visualization tools
- data processing
- data visualization
- high quality
- learning process
- raw data
- human experts
- database
- visualization tool
- reinforcement learning
- original data
- learning tasks
- missing data
- exploratory analysis
- maximum likelihood
- image data
- data structure
- training data
- unsupervised learning
- labeled data
- online learning
- background knowledge
- data mining techniques
- knowledge discovery
- user interface
- learning models
- feature space
- neural network