Ensemble Learning for Multi-type Classification in Heterogeneous Networks.
Francesco SerafinoGianvito PioMichelangelo CeciPublished in: SEBD (2018)
Keyphrases
- ensemble learning
- heterogeneous networks
- generalization ability
- multi type
- multiple types
- support vector
- support vector machine svm
- classification accuracy
- machine learning
- ensemble methods
- data objects
- support vector machine
- feature selection
- image classification
- text classification
- unsupervised learning
- database systems
- feature extraction
- classification algorithm
- class labels
- random forest
- decision trees
- multi dimensional
- supervised learning
- social networks
- learning algorithm
- feature space
- training set
- real world
- concept drift
- base classifiers
- link prediction
- incremental learning
- relational data
- machine learning methods
- machine learning algorithms
- training data
- training samples
- feature set
- semi supervised
- data streams
- high dimensional