Synchronization-based semi-supervised data streams classification with label evolution and extreme verification delay.
Salah Ud DinQinli YangJunming ShaoCobbinah Bernard MawuliAman UllahWaqar AliPublished in: Inf. Sci. (2024)
Keyphrases
- semi supervised
- data streams
- label information
- supervised learning
- class labels
- pattern recognition
- machine learning
- pattern classification
- image classification
- decision trees
- classification method
- feature vectors
- classification accuracy
- classification algorithm
- unsupervised learning
- semi supervised learning
- support vector
- training samples
- incremental learning
- data stream classification
- unsupervised clustering
- label propagation
- semi supervised classification
- text classification
- support vector machine
- sliding window
- support vector machine svm
- unlabeled data
- multi label
- model checking
- labeled data
- itemsets
- supervised classification
- multi label classification
- feature set
- labeled and unlabeled data
- feature space
- semi supervised learning algorithms
- feature extraction