Machine learning dynamical phase transitions in complex networks.
Qi NiMing TangYing LiuYing-Cheng LaiPublished in: CoRR (2019)
Keyphrases
- complex networks
- phase transition
- machine learning
- random constraint satisfaction problems
- network analysis
- satisfiability problem
- constraint satisfaction
- community detection
- scale free
- randomly generated
- link prediction
- network structure
- social network analysis
- graph theory
- random instances
- community structure
- social networks
- small world networks
- hard problems
- np complete
- learning algorithm
- scale free networks
- random graphs
- real world networks
- biological networks
- information theoretic concepts
- data analysis
- sat problem
- network evolution
- reinforcement learning
- clustering coefficient
- community discovery
- cellular automata
- network motifs
- small world
- graph coloring
- community mining