Multilayer network simplification: Approaches, models and methods.
Roberto InterdonatoMatteo MagnaniDiego PernaAndrea TagarelliDavide VegaPublished in: Comput. Sci. Rev. (2020)
Keyphrases
- machine learning methods
- pros and cons
- learned models
- statistical methods
- mathematical models
- computational cost
- machine learning algorithms
- statistical models
- machine learning approaches
- learning models
- preprocessing
- test beds
- statistical approaches
- real world networks
- predictive power
- methods can be applied
- benchmark datasets
- smoothing methods
- large scale data sets
- network topologies
- quantitative methods
- monte carlo simulation
- predictive model
- linear regression
- search methods
- data mining techniques
- probabilistic model
- significant improvement