Predicting computational reproducibility of data analysis pipelines in large population studies using collaborative filtering.
Soudabeh BarghiLalet ScariaAli SalariTristan GlatardPublished in: IEEE BigData (2018)
Keyphrases
- collaborative filtering
- data analysis
- big data
- recommender systems
- data mining
- matrix factorization
- machine learning
- data collection
- empirical studies
- rough sets
- statistics and data mining
- mathematical programming
- computational models
- business intelligence
- data warehouse
- knowledge discovery
- artificial intelligence
- clustering algorithm
- user preferences
- website
- genetic algorithm
- neural network
- recommendation systems
- computational power
- user ratings
- computational tools
- data sparsity
- pearson correlation coefficient
- data sets