Recommending scientific datasets using author networks in ensemble methods.
Xu WangFrank van HarmelenZhisheng HuangPublished in: Data Sci. (2022)
Keyphrases
- ensemble methods
- benchmark datasets
- prediction accuracy
- machine learning methods
- random forests
- decision trees
- base classifiers
- drifting concepts
- generalization ability
- imbalanced data
- ensemble learning
- bootstrap sampling
- random forest
- majority voting
- classifier ensemble
- collaborative filtering
- recommender systems
- base learners
- learning algorithm
- ensemble feature selection
- decision tree ensembles