Enhancing ensemble learning and transfer learning in multimodal data analysis by adaptive dimensionality reduction.
Andrea MarinoniSaloua ChlailyEduard KhachatrianTorbjørn EltoftSivasakthy SelvakumaranMark GirolamiChristian JuttenPublished in: CoRR (2021)
Keyphrases
- transfer learning
- ensemble learning
- dimensionality reduction
- data analysis
- unlabeled data
- labeled data
- learning tasks
- machine learning
- ensemble methods
- high dimensional data
- semi supervised learning
- generalization ability
- data points
- reinforcement learning
- feature selection
- active learning
- text categorization
- transfer knowledge
- multi task
- feature extraction
- cross domain
- low dimensional
- text classification
- data mining
- learning algorithm
- principal component analysis
- structure learning
- target domain
- semi supervised
- random forest
- text mining
- multi task learning
- concept drift
- machine learning algorithms
- high dimensional
- knowledge discovery
- pattern recognition
- nearest neighbor
- collaborative filtering
- data sets
- prediction model
- base classifiers
- pairwise
- image processing
- non stationary
- supervised learning