Pre-harvest classification of crop types using a Sentinel-2 time-series and machine learning.
Mmamokoma Grace MaponyaAdriaan Van NiekerkZama Eric MashimbyePublished in: Comput. Electron. Agric. (2020)
Keyphrases
- machine learning
- pattern recognition
- decision trees
- machine learning methods
- machine learning algorithms
- feature selection
- text classification
- support vector machine
- supervised learning
- classification accuracy
- supervised machine learning
- pattern classification
- classification method
- support vector
- statistical learning
- feature extraction
- classification systems
- data mining
- support vector machine svm
- automatic classification
- classification scheme
- classification algorithm
- supervised classification
- machine learning approaches
- artificial intelligence
- feature vectors
- feature space
- decision rules
- dynamic time warping
- rule learning
- cost sensitive
- data sets
- kernel methods
- neural network
- benchmark datasets
- semi supervised learning
- unsupervised learning
- learning algorithm
- image classification
- feature set
- information extraction
- reinforcement learning
- data analysis