A Scalable Machine Learning Pipeline for Paddy Rice Classification Using Multi-Temporal Sentinel Data.
Vasileios SitokonstantinouAlkiviadis KoukosThanassis DrivasCharalampos KontoesIoannis PapoutsisVassilia KarathanassiPublished in: Remote. Sens. (2021)
Keyphrases
- machine learning
- data sets
- data analysis
- raw data
- machine learning methods
- data collection
- data processing
- support vector machine
- temporal data
- database
- feature selection
- data distribution
- classification accuracy
- data points
- classification algorithm
- supervised learning
- spatial data
- data structure
- training data
- pattern recognition
- text classification
- data quality
- temporal information
- decision trees
- temporal patterns
- training samples
- input data
- knowledge discovery
- data sources
- xml documents
- spatio temporal
- training set
- feature extraction
- data mining
- feature subset
- supervised classification
- remote sensing
- machine learning algorithms
- image data
- support vector