Evolutionary Multi-Objective Optimisation for Fairness-Aware Self Adjusting Memory Classifiers in Data Streams.
Pivithuru Thejan AmarasingheDiem PhamBinh TranSu NguyenYuan SunDamminda AlahakoonPublished in: CoRR (2024)
Keyphrases
- data streams
- multi objective optimisation
- data stream classification
- limited memory
- incoming data
- multi objective
- concept drift
- sliding window
- anytime classification
- mining concept drifting data streams
- training data
- stream data
- streaming data
- memory requirements
- data distribution
- stream mining
- decision trees
- support vector
- naive bayes
- sensor networks
- data sets
- ensemble classifier
- multiple objectives
- evolutionary computation
- classification algorithm
- feature set
- search space
- nsga ii
- multi objective optimization
- game theory
- resource allocation
- computational intelligence
- concept drifting
- training set
- feature selection
- genetic algorithm