How to identify pollen like a palynologist: A prior knowledge-guided deep feature learning for real-world pollen classification.
Jianqiang LiWenxiu ChengXi XuLinna ZhaoSuqin LiuZhengkai GaoCaihua YeHuanling YouPublished in: Expert Syst. Appl. (2024)
Keyphrases
- prior knowledge
- real world
- machine learning
- incremental learning
- feature vectors
- learning systems
- learning process
- learning algorithm
- wide range
- unsupervised learning
- knowledge acquisition
- reinforcement learning
- prior domain knowledge
- feature construction
- background knowledge
- classification method
- bayesian framework
- inductive inference
- deep architectures
- feature space
- automatically classify
- multi category
- rule learning
- discriminative features
- multiple features
- classification models
- e learning
- pattern classification
- support vector machine svm
- support vector
- model selection
- pattern recognition
- online learning
- feature set
- supervised learning
- active learning