Transformer Based Cross-Subject Mental Workload Classification Using FNIRS for Real-World Application.
Yitao JingWeiqun WangJiaxing WangYuze JiaoKexin XiangTianyu LinWeiguo ShiZeng-Guang HouPublished in: EMBC (2023)
Keyphrases
- real world
- pattern recognition
- machine learning
- wide range
- pattern recognition tasks
- classification systems
- classification accuracy
- decision trees
- object classification
- fuzzy logic
- classification scheme
- support vector
- data mining
- feature space
- pattern classification
- image classification
- model selection
- neural network
- classification models
- decision rules
- class labels
- machine learning algorithms
- training set
- preprocessing
- genetic algorithm
- feature extraction
- database systems
- case study