A semi-supervised algorithm for improving the consistency of crowdsourced datasets: The COVID-19 case study on respiratory disorder classification.
Lara OrlandicTomás TeijeiroDavid AtienzaPublished in: Comput. Methods Programs Biomed. (2023)
Keyphrases
- classification method
- detection algorithm
- semi supervised
- classification algorithm
- case study
- preprocessing
- decision trees
- objective function
- benchmark datasets
- computational complexity
- classification accuracy
- probabilistic model
- support vector machine svm
- incremental learning
- classification scheme
- image segmentation
- learning algorithm
- low quality
- semi supervised clustering
- co training
- synthetic and real datasets
- machine learning
- microarray
- expectation maximization
- supervised learning
- image registration
- dynamic programming
- search space
- feature extraction