To Train or Not to Train? How Training Affects the Diversity of Crowdsourced Data.
Shawn OgunseyeJeffrey ParsonsRoman LukyanenkoPublished in: ICIS (2020)
Keyphrases
- data sets
- statistical analysis
- prior knowledge
- training data
- database
- data analysis
- end users
- complex data
- data objects
- original data
- raw data
- synthetic data
- training samples
- data collection
- small number
- image data
- data sources
- training set
- high quality
- input data
- data processing
- computer systems
- knowledge discovery
- probability distribution
- training examples
- sensor data
- experimental data
- statistical methods
- active learning
- data structure