Federated Graph Machine Learning: A Survey of Concepts, Techniques, and Applications.
Xingbo FuBinchi ZhangYushun DongChen ChenJundong LiPublished in: SIGKDD Explor. (2022)
Keyphrases
- machine learning
- pattern recognition
- structured data
- machine learning methods
- concept formation
- natural language processing
- information extraction
- digital libraries
- graph structure
- graph theory
- graph representation
- random walk
- semi supervised learning
- graph theoretic
- data mining
- computer vision
- bipartite graph
- weighted graph
- graph construction
- learning systems
- feature selection
- learning algorithm
- learning problems
- federated search
- machine learning approaches
- directed acyclic graph
- learning paradigms
- graph based algorithm
- concept learning
- graph matching
- expert systems
- learning tasks
- directed graph
- kernel methods
- transfer learning
- text mining
- knowledge discovery
- data sources
- pairwise