Enhancing Cognitive Workload Classification Using Integrated LSTM Layers and CNNs for fNIRS Data Analysis.
Mehshan Ahmed KhanHoushyar AsadiMohammad Reza Chalak QazaniAdetokunbo ArogbonloSiamak PedrammehrAdnan AnwarAsim BhattiSaeid NahavandiChee Peng LimPublished in: CoRR (2024)
Keyphrases
- data analysis
- machine learning
- classification accuracy
- feature vectors
- pattern recognition
- classification scheme
- feature extraction
- support vector machine
- information processing
- support vector
- training set
- image classification
- text classification
- unsupervised learning
- support vector machine svm
- automatic classification
- cost sensitive
- pattern classification
- recurrent neural networks
- machine learning methods
- response time
- classification rate
- feature space
- clustering analysis
- classification systems
- data sets
- big data
- rough set theory
- classification algorithm
- decision rules
- svm classifier
- decision trees
- neural network