Random Forests of Very Fast Decision Trees on GPU for Mining Evolving Big Data Streams.
Diego MarronAlbert BifetGianmarco De Francisci MoralesPublished in: ECAI (2014)
Keyphrases
- random forests
- big data
- decision trees
- random forest
- knowledge discovery
- data mining methods
- massive datasets
- ensemble methods
- machine learning algorithms
- logistic regression
- big data analytics
- cloud computing
- stream mining
- decision tree ensembles
- data analytics
- data processing
- data analysis
- social media
- machine learning
- business intelligence
- data streams
- data management
- text mining
- regression trees
- naive bayes
- commodity hardware
- social networks
- data mining
- data warehousing
- information processing
- training set
- training data
- base classifiers
- object oriented
- query language
- decision making
- databases