Unsupervised extraction of epidemic syndromes from participatory influenza surveillance self-reported symptoms.
Kyriaki KalimeriMatteo DelfinoCiro CattutoDaniela PerrottaVittoria ColizzaCaroline GuerrisiClément TurbelinJim DugganJohn EdmundsChinelo ObiRichard PebodyAna O. FrancoYamir MorenoSandro MeloniCarl KoppeschaarCharlotte KjelsøRicardo MexiaDaniela PaolottiPublished in: PLoS Comput. Biol. (2019)
Keyphrases
- public health
- outbreak detection
- infectious disease
- previously reported
- real time
- unsupervised learning
- video surveillance
- surveillance system
- semi supervised
- information extraction
- data driven
- active learning
- supervised classification
- disease outbreaks
- knowledge extraction
- information systems
- surveillance videos
- information retrieval
- traffic monitoring
- machine learning
- neural network