Exploring the Definition of Small Data Collected with HCI Methods and Used for ML.
Anna C. WeigandMaria RauschenbergerPublished in: MuC (Workshopband) (2023)
Keyphrases
- data sets
- high dimensional data
- data collection
- small number
- collected data
- statistical methods
- human computer interaction
- data processing
- prior knowledge
- spectral clustering
- data analysis
- data structure
- missing data
- significant improvement
- complex structures
- data mining applications
- noisy data
- original data
- raw data
- experimental data
- sensor data
- database
- statistical analysis
- probability distribution
- data mining techniques
- training data
- image data
- data points
- feature space
- survey data
- feature selection
- data sources
- data reduction
- multiple sources
- data quality
- clustering algorithm
- missing values
- machine learning methods
- maximum likelihood
- spatial data
- benchmark datasets