Explainable machine learning-based fractional vegetation cover inversion and performance optimization - A case study of an alpine grassland on the Qinghai-Tibet Plateau.
Xinhong LiJianjun ChenZizhen ChenYanping LanMing LingQinyi HuangHucheng LiXiaowen HanShuhua YiPublished in: Ecol. Informatics (2024)
Keyphrases
- machine learning
- machine learning algorithms
- optimization algorithm
- machine learning methods
- optimization process
- optimization problems
- pattern recognition
- inductive learning
- information extraction
- global optimization
- text classification
- decision trees
- artificial intelligence
- data mining
- machine learning approaches
- test bed
- optimization method
- optimization approaches
- case study
- active learning
- support vector machine
- text mining
- learning systems
- inductive logic programming
- reinforcement learning
- supervised classification
- optimization methods
- phase transition
- supervised learning
- learning problems
- learning tasks
- statistical methods
- combinatorial optimization
- knowledge acquisition
- semi supervised learning
- remote sensing