Discovering Reliable Dependencies from Data: Hardness and Improved Algorithms.
Panagiotis MandrosMario BoleyJilles VreekenPublished in: IJCAI (2019)
Keyphrases
- data sets
- data structure
- data quality
- data collection
- database
- image data
- knowledge discovery
- data mining techniques
- raw data
- data sources
- data mining algorithms
- data dependencies
- multi relational
- noisy data
- learning algorithm
- statistical methods
- sensor data
- high quality
- significant improvement
- end users
- statistical analysis
- synthetic data
- training data
- experimental data
- optimization problems
- data warehouse
- original data
- data objects
- computational complexity
- data mining
- data reduction