Estimating Fractional Shrub Cover Using Simulated EnMAP Data: A Comparison of Three Machine Learning Regression Techniques.
Marcel SchwiederPedro J. LeitãoStefan SuessCornelius SenfPatrick HostertPublished in: Remote. Sens. (2014)
Keyphrases
- data sets
- machine learning
- prior knowledge
- raw data
- data analysis
- data collection
- original data
- training data
- data structure
- missing data
- database
- small number
- data quality
- data distribution
- model selection
- data mining techniques
- least squares
- high quality
- text mining
- data points
- data sources
- artificial neural networks
- pattern recognition
- artificial intelligence
- big data
- partial least squares