Edge Classification on Graphs: New Directions in Topological Imbalance.
Xueqi ChengYu WangYunchao LiuYuying ZhaoCharu C. AggarwalTyler DerrPublished in: CoRR (2024)
Keyphrases
- machine learning
- classification accuracy
- classification method
- classification scheme
- weighted graph
- decision trees
- undirected graph
- automatic classification
- pattern recognition
- class labels
- feature vectors
- class imbalance
- support vector machine svm
- model selection
- pattern classification
- image classification
- feature space
- multiscale
- edge information
- data sets
- graph classification
- cost sensitive
- directed graph
- decision rules
- edge detection
- training set
- support vector
- feature extraction
- neural network