Data Augmentation Techniques for Machine Learning Applied to Optical Spectroscopy Datasets in Agrifood Applications: A Comprehensive Review.
Ander Gracia-MoisesIgnacio Vitoria PascualJosé Javier Imas GonzálezCarlos Ruiz-ZamarreñoPublished in: Sensors (2023)
Keyphrases
- machine learning
- data sets
- data analysis
- database
- raw data
- synthetic data
- knowledge discovery
- data processing
- data distribution
- training data
- data collection
- input data
- spatial data
- data mining algorithms
- high quality
- neural network
- infrared
- experimental data
- learning models
- model selection
- data mining techniques
- image data
- data points
- prior knowledge
- data structure
- database systems
- three dimensional
- learning algorithm