PHLP: Sole Persistent Homology for Link Prediction - Interpretable Feature Extraction.
Junwon YouEunwoo HeoJae-Hun JungPublished in: CoRR (2024)
Keyphrases
- link prediction
- topological features
- persistent homology
- feature extraction
- random walk
- social networks
- social network analysis
- network analysis
- bipartite graph
- morse theory
- multi relational
- complex networks
- network structure
- face recognition
- missing links
- feature selection
- dimensionality reduction
- entity resolution
- collaborative filtering
- feature space
- supervised learning
- proximity measures
- heterogeneous networks
- image processing
- social ties
- knn
- multiscale
- bipartite networks
- mobile robot
- principal component analysis