Active learning via collective inference in network regression problems.
Annalisa AppiceCorrado LoglisciDonato MalerbaPublished in: Inf. Sci. (2018)
Keyphrases
- regression problems
- active learning
- networked data
- linear regression
- genetic programming
- collective classification
- cross validation
- high dimensional data
- network structure
- complex networks
- random sampling
- link prediction
- learning algorithm
- hyperparameters
- random forests
- learning machines
- nearest neighbor
- support vector machine
- evolutionary algorithm