Big data analytics using semi-supervised learning methods.
Flavia D. FrumosuMurat KulahciPublished in: Qual. Reliab. Eng. Int. (2018)
Keyphrases
- big data analytics
- semi supervised learning methods
- semi supervised learning
- labeled data
- big data
- unlabeled data
- semi supervised
- co training
- semi supervised classification
- social media
- active learning
- supervised learning
- semi supervised learning algorithms
- text classification
- regularization framework
- methods outperform
- supervised methods
- transfer learning
- label propagation
- unsupervised learning
- training data
- data management
- labeled and unlabeled data
- machine learning
- multi instance
- labeled examples
- cloud computing
- learning models
- unlabeled instances
- training set
- database systems
- similarity measure
- unlabeled samples
- business intelligence
- multi view
- data points
- prior knowledge
- high dimensional
- pairwise