Improving predictions of hydrological low-flow indices in ungaged basins using machine learning.
Scott C. WorlandWilliam H. FarmerJulie E. KiangPublished in: Environ. Model. Softw. (2018)
Keyphrases
- machine learning
- machine learning and data mining
- machine learning methods
- knowledge acquisition
- flow patterns
- pattern recognition
- learning algorithm
- information systems
- supervised learning
- supervised machine learning
- computational intelligence
- data sets
- search engine
- machine learning approaches
- computer vision
- information flow
- semi supervised learning
- application of machine learning methods
- fluid flow
- statistical learning
- flow field
- decision trees
- unsupervised learning
- model selection
- text mining
- information extraction
- active learning
- case study