Deep Source Semi-Supervised Transfer Learning (DS3TL) for Cross-Subject EEG Classification.

Xue Jiang Lubin Meng Ziwei Wang Dongrui Wu

Published in: IEEE Trans. Biomed. Eng. (2024)

Keyphrases

transfer learning
labeled data
semi supervised
semi supervised learning
label information
text classification
unlabeled data
cross domain learning
supervised learning
co training
machine learning
labeled and unlabeled data

active learning
learning tasks
knowledge transfer
labeled examples
target domain
class labels
unsupervised learning
cross domain
cross domain text classification
unlabeled samples
machine learning algorithms
transfer knowledge

manifold alignment
domain adaptation
text categorization
feature vectors
feature extraction
eeg signals
source domain
reinforcement learning
multi task learning
decision trees
learning algorithm

training samples
multi view
support vector machine
feature space
multi task
training examples
pairwise constraints
prior knowledge
object recognition
bayesian networks
feature selection