Discovering Reliable Dependencies from Data: Hardness and Improved Algorithms.
Panagiotis MandrosMario BoleyJilles VreekenPublished in: ICDM (2018)
Keyphrases
- data sets
- data analysis
- data mining techniques
- data structure
- experimental data
- data mining algorithms
- data sources
- original data
- raw data
- high quality
- synthetic data
- noisy data
- high dimensional data
- data mining tasks
- statistical analysis
- np complete
- data collection
- prior knowledge
- training data
- data quality
- data reduction
- database
- data mining tools
- data objects
- constraint satisfaction problems
- computationally efficient
- computational complexity
- learning algorithm