Information FOMO: The unhealthy fear of missing out on information. A method for removing misleading data for healthier models.
Ethan PickeringThemistoklis P. SapsisPublished in: CoRR (2022)
Keyphrases
- historical data
- complex data
- raw data
- prior knowledge
- end users
- information loss
- synthetic data
- statistical information
- collected data
- probabilistic model
- multimedia data
- information sources
- clustering method
- data sets
- user input
- knowledge discovery
- probability distribution
- sensor data
- experimental data
- computer systems
- structural information
- data collection
- information resources
- data sources
- pairwise
- data structure
- database
- position information
- redundant data