ALOE: Active Learning based Opportunistic Experience Sampling for Smartphone Keyboard driven Emotion Self-report Collection.
Surjya GhoshBivas MitraPradipta DePublished in: ACII (2022)
Keyphrases
- text input
- active learning
- random sampling
- music emotion classification
- sampling strategies
- eye gaze
- selective sampling
- active sampling
- user interface
- stratified sampling
- sampling algorithm
- random sample
- sample selection
- learning strategies
- sampling methods
- learning algorithm
- data driven
- sampling strategy
- mobile devices
- semi supervised
- training set
- imbalanced class distribution
- monte carlo
- experimental design
- class imbalance
- user experience
- document collections
- relevance feedback
- learning process
- machine learning
- database
- music information retrieval
- virtual agents
- error rate
- labeled data
- information retrieval systems
- supervised learning
- pairwise
- data sets