A review and experimental analysis of active learning over crowdsourced data.
Burcu SayinEvgeny KrivosheevJie YangAndrea PasseriniFabio CasatiPublished in: Artif. Intell. Rev. (2021)
Keyphrases
- complex data
- data sets
- raw data
- spatial data
- data collection
- data structure
- active learning
- data processing
- statistical analysis
- data points
- training data
- data sources
- data mining
- data mining techniques
- data analysis
- missing data
- original data
- information retrieval
- statistical methods
- data distribution
- experimental data
- search engine
- sensor data
- attribute values
- learning strategies
- synthetic data
- computer systems
- high quality
- input data
- image data
- data model