The Challenges of Creating, Maintaining and Exploring Graphs of Financial Entities.
Michael LosterTim RepkeRalf KrestelFelix NaumannJan EhmuellerBenjamin FeldmannOliver MaspfuhlPublished in: DSMM@SIGMOD (2018)
Keyphrases
- lessons learned
- graph clustering
- real world
- graph partitioning
- key issues
- data sets
- graph theoretic
- risk management
- information retrieval
- neural network
- information extraction
- random walk
- image segmentation
- decision making
- bipartite graph
- spanning tree
- complex structures
- machine learning
- graph representation
- technical challenges
- database
- portfolio optimization