Evolutionary Multi-Objective Optimisation for Fairness-Aware Self Adjusting Memory Classifiers in Data Streams.
Pivithuru Thejan AmarasingheDiem PhamBinh TranSu NguyenYuan SunDamminda AlahakoonPublished in: GECCO (2024)
Keyphrases
- data streams
- multi objective optimisation
- data stream classification
- multi objective
- limited memory
- concept drift
- incoming data
- anytime classification
- genetic algorithm
- decision trees
- sliding window
- training data
- streaming data
- data sets
- ensemble classifier
- evolutionary computation
- support vector
- resource allocation
- stream mining
- stream data
- multi objective optimization
- sensor networks
- data stream mining
- multiobjective optimization
- main memory
- memory requirements
- training set
- nsga ii
- data distribution
- binary search trees
- classification algorithm
- simulated annealing
- mining concept drifting data streams
- multiple objectives
- itemsets
- particle swarm optimization
- optimization problems