Ensemble Learning for Multi-Type Classification in Heterogeneous Networks.
Francesco SerafinoGianvito PioMichelangelo CeciPublished in: IEEE Trans. Knowl. Data Eng. (2018)
Keyphrases
- ensemble learning
- heterogeneous networks
- generalization ability
- multi type
- multiple types
- ensemble methods
- classification accuracy
- support vector
- decision trees
- machine learning
- feature vectors
- random forest
- feature selection
- support vector machine svm
- class labels
- relational data
- machine learning methods
- communication networks
- image classification
- supervised learning
- feature extraction
- classification algorithm
- benchmark datasets
- training examples
- incremental learning
- unlabeled data
- link prediction
- base classifiers
- text classification
- concept drift
- relational databases
- learning algorithm