DFSeer: A Visual Analytics Approach to Facilitate Model Selection for Demand Forecasting.
Dong SunZezheng FengYuanzhe ChenYong WangJia ZengMingxuan YuanTing-Chuen PongHuamin QuPublished in: CHI (2020)
Keyphrases
- model selection
- visual analytics
- demand forecasting
- cross validation
- learning analytics
- historical data
- data analysis
- visual analysis
- knowledge discovery
- hyperparameters
- interactive visualization
- sample size
- parameter estimation
- regression model
- supply chain
- machine learning
- selection criterion
- forecasting accuracy
- feature selection
- model selection criteria
- variable selection
- artificial neural networks
- hybrid model
- water resources
- data mining methods
- long term
- decision trees
- learning algorithm
- neural network