Ensemble methods and semi-supervised learning for information fusion: A review and future research directions.
José Luis Garrido-LabradorAna Serrano MamolarJesús Manuel Maudes RaedoJuan José RodríguezCésar García-OsorioPublished in: Inf. Fusion (2024)
Keyphrases
- information fusion
- semi supervised learning
- ensemble methods
- prediction accuracy
- semi supervised
- data fusion
- labeled data
- unlabeled data
- machine learning methods
- benchmark datasets
- decision trees
- base classifiers
- machine learning
- supervised learning
- unsupervised learning
- active learning
- fusion method
- soft computing
- label propagation
- classifier ensemble
- text categorization
- learning problems
- training data
- base learners
- transfer learning
- feature extraction
- image classification
- data points
- pattern recognition
- similarity measure
- face recognition
- image processing
- artificial intelligence