Learning to Detect Adverse Traffic Events from Noisily Labeled Data.
Tomás SingliarMilos HauskrechtPublished in: PKDD (2007)
Keyphrases
- labeled data
- supervised learning
- active learning
- learning algorithm
- semi supervised
- labeled and unlabeled data
- unlabeled data
- semi supervised learning
- training data
- prior knowledge
- transfer learning
- domain adaptation
- text classification
- sample selection bias
- labeled training data
- co training
- background knowledge
- learning tasks
- semi supervised classification
- partially labeled data
- unsupervised learning
- machine learning
- supervised learning algorithms
- neural network
- learning models
- data points
- learning process
- feature extraction
- feature engineering
- labeling effort
- data sets