Transfer Learning for Depression: Early Detection and Severity Prediction from Social Media Postings.
Pegah Abed-EsfahaniDerek HowardMarta MaslejSejal PatelVamika MannSarah GoeganLeon FrenchPublished in: CLEF (Working Notes) (2019)
Keyphrases
- transfer learning
- early detection
- social media
- learning tasks
- knowledge transfer
- automatic diagnosis
- breast cancer
- reinforcement learning
- cross domain
- transfer knowledge
- machine learning
- text categorization
- labeled data
- collaborative filtering
- skin cancer
- active learning
- semi supervised learning
- lung cancer
- multi task
- domain adaptation
- target domain
- manifold alignment
- learning algorithm
- text classification
- text mining
- social networks
- malignant melanoma
- transferring knowledge
- pattern classification
- machine learning algorithms
- pairwise
- unlabeled data
- feature space
- training data