Tackling the SHL challenge 2020 with person-specific classifiers and semi-supervised learning.
Stefan KalabakovSimon StankoskiNina ResçiçIvana KiprijanovskaAndrejaana AndovaClément PicardVito JankoMartin GjoreskiMitja LustrekPublished in: UbiComp/ISWC Adjunct (2020)
Keyphrases
- semi supervised learning
- person specific
- co training
- training data
- unlabeled data
- labeled and unlabeled data
- labeled training data
- semi supervised
- labeled data
- semi supervised learning methods
- supervised learning
- unlabeled samples
- unsupervised learning
- machine learning
- class labels
- age estimation
- decision trees
- support vector
- active learning
- feature selection
- text classification
- machine learning algorithms
- learning tasks
- training set
- active appearance models
- decision boundary
- feature set
- classification accuracy
- naive bayes
- pairwise
- prior knowledge
- multi view