Smart Data Driven Decision Trees Ensemble Methodology for Imbalanced Big Data.
Diego García-GilSalvador GarcíaNing XiongFrancisco HerreraPublished in: Cogn. Comput. (2024)
Keyphrases
- big data
- data driven
- decision trees
- imbalanced data
- ensemble methods
- random forest
- cloud computing
- binary classification problems
- random forests
- big data analytics
- knowledge discovery
- data management
- base classifiers
- business intelligence
- data analysis
- concept drifting data streams
- high volume
- data science
- training set
- training data
- data processing
- massive data
- machine learning
- social media
- vast amounts of data
- massive datasets
- unstructured data
- naive bayes
- ensemble learning
- class distribution
- feature selection
- decision making
- database systems
- information systems
- data driven decision making
- data warehousing
- nearest neighbour
- social computing
- management system
- software engineering
- social networks
- information retrieval
- data sets