Towards user-independent classification of multimodal emotional signals.
Jonghwa KimElisabeth AndréThurid VogtPublished in: ACII (2009)
Keyphrases
- classification accuracy
- classification scheme
- pattern classification
- decision trees
- user defined
- classification systems
- feature selection
- collaborative filtering
- support vector machine svm
- training set
- eeg signals
- multimodal interfaces
- support vector
- feature extraction
- data sets
- user experience
- classification method
- brain image analysis
- user interaction
- image classification
- pattern recognition
- supervised learning
- feature space
- support vector machine
- feature vectors
- recommender systems
- active learning
- website
- sleep stage
- classification process
- preprocessing
- automatic classification
- feature set
- machine learning methods
- relevance feedback
- training samples
- web search
- model selection
- multi modal
- text classification