OnlineAugment: Online Data Augmentation with Less Domain Knowledge.
Zhiqiang TangYunhe GaoLeonid KarlinskyPrasanna SattigeriRogério FerisDimitris N. MetaxasPublished in: CoRR (2020)
Keyphrases
- data sets
- domain knowledge
- data collection
- database
- training data
- data structure
- prior knowledge
- probability distribution
- data sources
- background knowledge
- data streams
- raw data
- data quality
- data analysis
- original data
- input data
- online learning
- data processing
- data distribution
- application domains
- data acquisition
- missing values
- knowledge discovery
- synthetic data
- statistical analysis
- computer systems
- xml documents
- relational databases
- information systems
- neural network
- real time