Classification of Task-State fMRI Data Based on Circle-EMD and Machine Learning.
Renzhou GuiTongjie ChenHan NiePublished in: Comput. Intell. Neurosci. (2020)
Keyphrases
- machine learning
- pattern recognition
- machine learning methods
- supervised machine learning
- machine learning algorithms
- machine learning approaches
- text classification
- supervised learning
- decision trees
- support vector machine
- feature selection
- information preserving
- statistical learning
- support vector
- pattern classification
- classification algorithm
- automatic classification
- unsupervised learning
- distance measure
- learning algorithm
- preprocessing
- model selection
- classification models
- data mining
- classification systems
- supervised classification
- classification scheme
- computer vision
- active learning
- feature extraction
- artificial intelligence
- benchmark datasets
- feature construction
- decision rules
- feature space
- training data
- non stationary
- text mining
- data analysis
- information extraction
- knowledge representation
- classification accuracy
- feature vectors