An Approach to Identifying and Filling Data Gaps in Machine Learning Procedures.
Peter BidyukIrina KalininaAleksandr GozhyjPublished in: ISDMCI (2021)
Keyphrases
- machine learning
- data collection
- knowledge discovery
- data analysis
- data sets
- data sources
- data mining techniques
- statistical methods
- synthetic data
- statistical analysis
- pattern recognition
- raw data
- database
- sensor data
- data points
- training data
- image data
- background knowledge
- experimental data
- data quality
- missing data
- text classification
- data distribution
- high dimensional data
- data processing
- learning algorithm
- knowledge representation
- end users
- artificial intelligence
- feature space
- decision trees
- computer science
- high quality