Automated Processing of fNIRS Data - A Visual Guide to the Pitfalls and Consequences.
Lia Maria HockeIbukunoluwa K. OniChris C. DuszynskiAlex V. CorriganBlaise deB. FrederickJeff F. DunnPublished in: Algorithms (2018)
Keyphrases
- data processing
- raw data
- data sets
- computer systems
- data collection
- data sources
- training data
- data quality
- prior knowledge
- data points
- high quality
- synthetic data
- statistical analysis
- database
- data objects
- statistical methods
- data acquisition
- data distribution
- small number
- data structure
- data analysis
- processing capabilities
- computational power
- historical data
- semi automated
- noisy data
- original data
- data mining
- multimedia data
- image data
- xml documents
- high dimensional