Boosting HPC data analysis performance with the ParSoDA-Py library.
Loris BelcastroSalvatore GiampàFabrizio MarozzoDomenico TaliaPaolo TrunfioRosa M. BadiaJorge EjarqueNihad MammadliPublished in: J. Supercomput. (2024)
Keyphrases
- data analysis
- high performance computing
- data mining
- data collection
- data processing
- machine learning
- weak classifiers
- business intelligence
- data visualization
- pattern discovery
- rough sets
- fault tolerance
- ensemble methods
- base classifiers
- ensemble learning
- gradient boosting
- high dimensional data
- knowledge discovery
- learning algorithm
- neural network
- boosted decision trees
- weak learners
- classification trees
- databases
- cluster analysis
- rough set theory
- data warehouse
- decision trees