Improving Rare Disease Classification Using Imperfect Knowledge Graph.
Xuedong LiYue WangDongwu WangWalter YuanDezhong PengQiaozhu MeiPublished in: ICHI (2019)
Keyphrases
- pattern recognition
- preprocessing
- domain knowledge
- classification scheme
- classification accuracy
- pattern classification
- machine learning
- knowledge base
- automatic classification
- text classification
- knowledge based systems
- model selection
- image classification
- disease diagnosis
- knowledge acquisition
- classification models
- graph structure
- supervised learning
- support vector machine
- support vector machine svm
- prior knowledge
- classification method
- neural network
- decision trees
- feature extraction
- feature space
- knowledge representation
- classification rules
- machine learning methods
- data mining techniques
- class labels
- machine learning algorithms
- training samples
- knowledge discovery
- knowledge management