Determining Effective Temporal Windows for Rapeseed Detection Using Sentinel-1 Time Series and Machine Learning Algorithms.
Saeideh MalekiNicolas N. BaghdadiSami NajemCássio Fraga DantasHassan BazziDino IencoPublished in: Remote. Sens. (2024)
Keyphrases
- machine learning algorithms
- benchmark data sets
- learning algorithm
- decision trees
- predictive accuracy
- machine learning
- machine learning methods
- learning problems
- random forests
- machine learning models
- learning models
- machine learning approaches
- learning tasks
- machine learning systems
- temporal data
- standard machine learning algorithms
- spatial and temporal
- feature selection
- input features
- transfer learning
- data mining
- temporal patterns
- temporal information
- multivariate time series
- supervised learning algorithms
- artificial neural networks