Detecting Quality Problems in Research Data: A Model-Driven Approach.
Arno KesperViola WenzGabriele TaentzerPublished in: CoRR (2020)
Keyphrases
- high quality
- data sets
- data quality
- data collection
- data analysis
- application domains
- image data
- database
- low quality
- high dimensional data
- raw data
- experimental data
- data mining techniques
- data mining tasks
- synthetic data
- training data
- data processing
- data mining applications
- search engine
- network structure
- data distribution
- neural network
- complex data
- statistical analysis
- domain experts
- missing data
- np complete
- small number
- data points
- probability distribution
- association rules
- search algorithm
- reinforcement learning
- web services