Six methods for transforming layered hypergraphs to apply layered graph layout algorithms.
Sara Di BartolomeoAlexis PisterPaolo BuonoCatherine PlaisantCody DunneJean-Daniel FeketePublished in: Comput. Graph. Forum (2022)
Keyphrases
- methods outperform
- benchmark datasets
- computational cost
- computationally intensive
- learning algorithm
- significant improvement
- machine learning methods
- optimization methods
- methods require
- computer vision algorithms
- theoretical analysis
- computationally expensive
- statistical methods
- exhaustive search
- methods can be applied
- algorithms require
- graph layout
- heuristic methods
- data exchange
- evaluation metrics
- synthetic and real datasets
- theoretical guarantees
- machine learning algorithms
- expert systems
- preprocessing
- objective function