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: CoRR (2022)
Keyphrases
- classification algorithm
- case study
- semi supervised
- dynamic programming
- preprocessing
- computational complexity
- detection algorithm
- synthetic and real datasets
- classification method
- objective function
- training set
- synthetic datasets
- incremental learning
- support vector machine svm
- class labels
- image classification
- benchmark datasets
- np hard
- k means
- search space
- optimal solution
- similarity measure
- decision trees
- decision tree algorithms
- nearest neighbour
- semi supervised clustering
- supervised learning
- kernel logistic regression
- classification rules
- multi view
- machine learning
- support vector machine
- probabilistic model
- feature selection