A Real-Time and Two-Dimensional Emotion Recognition System Based on EEG and HRV Using Machine Learning.
Yongxin WeiYunfan LilMingyang XuYifan HuaYu Kai GongKeisuke OsawaEiichiro TanakaPublished in: SII (2023)
Keyphrases
- real time
- machine learning
- physiological signals
- data mining
- three dimensional
- artificial intelligence
- machine learning algorithms
- multi dimensional
- information extraction
- hand postures
- brain computer interface
- learning tasks
- low cost
- feature selection
- feature extraction
- learning algorithm
- computer vision
- machine learning approaches
- model selection
- supervised learning
- natural language
- pattern recognition
- data analysis
- active learning
- machine learning methods
- statistical methods
- decision trees
- inductive logic programming
- support vector machine
- knowledge discovery
- explanation based learning
- cognitive states
- knowledge representation
- control system