Link prediction with continuous-time classical and quantum walks.
Mark GoldsmithGuillermo García-PérezJoonas MalmiMatteo A. C. RossiHarto SaarinenSabrina ManiscalcoPublished in: CoRR (2022)
Keyphrases
- link prediction
- random walk
- social networks
- quantum computation
- social network analysis
- network analysis
- complex networks
- bipartite graph
- graph mining
- markov chain
- network structure
- quantum mechanics
- link structure
- multi relational
- heterogeneous networks
- collective classification
- supervised learning
- social ties
- community detection
- missing links
- link formation
- topological features
- proximity measures
- collaborative filtering
- data sets
- entity resolution
- information extraction
- class discrimination
- machine learning