Ensemble Methods for Continuous Affect Recognition: Multi-modality, Temporality, and Challenges.
Markus KächelePatrick ThiamGünther PalmFriedhelm SchwenkerMartin SchelsPublished in: AVEC@ACM Multimedia (2015)
Keyphrases
- machine learning
- ensemble methods
- multi modality
- machine learning methods
- affect recognition
- decision trees
- multi modal
- medical images
- information theoretic
- random forests
- prediction accuracy
- image registration
- ensemble learning
- benchmark datasets
- mutual information
- affective computing
- base classifiers
- imaging modalities
- pattern recognition
- learning tasks
- active learning
- bootstrap sampling
- interactive learning environments
- e learning
- feature selection
- feature subset
- intelligent tutoring systems
- emotional state
- human computer interaction
- x ray
- interactive systems
- image analysis
- image processing