Addressing bias in machine learning algorithms: A pilot study on emotion recognition for intelligent systems.
Ayanna M. HowardCha ZhangEric HorvitzPublished in: ARSO (2017)
Keyphrases
- pilot study
- intelligent systems
- machine learning algorithms
- emotion recognition
- benchmark data sets
- learning algorithm
- emotional speech
- computational intelligence
- machine learning
- human computer interaction
- audio visual
- machine learning methods
- artificial intelligence
- decision trees
- emotion classification
- soft computing
- affective states
- facial expressions
- information fusion
- ambient intelligence
- sentiment analysis
- learning problems
- computer games
- facial images
- intelligent agents
- meta learning
- learning tasks
- emotional state
- expert systems
- transfer learning
- evolutionary computation
- computer vision
- multi modal
- knowledge representation
- multi class