CTELC: A Constant-Time Ensemble Learning Classifier Based on KNN for Big Data.
Ahmad S. TarawnehEman S. AlamriNajah Noori Al-SaediMohammad AlauthmanAhmad Basheer HassanatPublished in: IEEE Access (2023)
Keyphrases
- ensemble learning
- big data
- knn
- k nearest neighbor
- generalization ability
- nearest neighbor
- ensemble methods
- cloud computing
- feature selection
- support vector machine svm
- data management
- data analysis
- business intelligence
- data processing
- k nearest neighbour
- classification algorithm
- random forest
- social media
- knowledge discovery
- text categorization
- neural network
- ensemble classifier
- support vector machine
- base classifiers
- concept drift
- text classification
- data warehousing
- majority voting
- data warehouse
- training set
- index structure
- naive bayes
- unlabeled data
- multi class
- pattern recognition
- decision trees
- data mining